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Hidehiko Ichimura

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. HASHIMOTO Hideki & ICHIMURA Hidehiko & SHIMIZUTANI Satoshi, 2013. "Stability of Preference against Aging and Health Shocks: A comparison between Japan and the United States," Discussion papers 13068, Research Institute of Economy, Trade and Industry (RIETI).

    Mentioned in:

    1. #HEJC papers for September 2013
      by academichealtheconomists in The Academic Health Economists' Blog on 2013-09-01 04:01:38

Working papers

  1. FUKAI Taiyo & ICHIMURA Hidehiko & KITAO Sagiri & MIKOSHIBA Minamo, 2021. "Medical Expenditures over the Life Cycle: Persistent Risks and Insurance," Discussion papers 21073, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. Reona Hagiwara, 2022. "Welfare Effects of Health Insurance Reform: The Role of Elastic Medical Demand," IMES Discussion Paper Series 22-E-05, Institute for Monetary and Economic Studies, Bank of Japan.
    2. Ono, Taiki, 2024. "Bequests and wealth inequality in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    3. Sagiri Kitao & Minamo Mikoshiba, 2022. "Why women work the way they do in Japan: Roles of fiscal policies," CAMA Working Papers 2022-21, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    4. Masayuki Okada, 2023. "The optimal earnings test and retirement behavior," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1036-1068, August.

  2. Joseph Altonji & Hidehiko Ichimura & Taisuke Otsu, 2019. "Nonparametric intermediate order regression quantiles," STICERD - Econometrics Paper Series 608, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.

    Cited by:

    1. Daisuke Kurisu & Taisuke Otsu, 2021. "Nonparametric inference for extremal conditional quantiles," STICERD - Econometrics Paper Series 616, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.

  3. Taiyo Fukai & Hidehiko Ichimura & Kyogo Kanazawa, 2018. "Quantifying Health Shocks Over the Life Cycle," Papers 1801.08746, arXiv.org.

    Cited by:

    1. Reona Hagiwara, 2022. "Welfare Effects of Health Insurance Reform: The Role of Elastic Medical Demand," IMES Discussion Paper Series 22-E-05, Institute for Monetary and Economic Studies, Bank of Japan.
    2. Reona Hagiwara, 2023. "Aging, Health Risk, and Interest Rates," Working Papers 2303, Waseda University, Faculty of Political Science and Economics.
    3. FUKAI Taiyo & ICHIMURA Hidehiko & KITAO Sagiri & MIKOSHIBA Minamo, 2021. "Medical Expenditures over the Life Cycle: Persistent Risks and Insurance," Discussion papers 21073, Research Institute of Economy, Trade and Industry (RIETI).

  4. ICHIMURA Hidehiko & Xiaoyan LEI & Chulhee LEE & Jinkook LEE & Albert PARK & SAWADA Yasuyuki, 2017. "Wellbeing of the Elderly in East Asia: China, Korea, and Japan," Discussion papers 17029, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. Jun, Hankyung, 2020. "Social security and retirement in fast-aging middle-income countries: Evidence from Korea," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).

  5. Hidehiko Ichimura & Whitney K. Newey, 2017. "The influence function of semiparametric estimators," CeMMAP working papers 06/17, Institute for Fiscal Studies.

    Cited by:

    1. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Kotlyarova, Yulia & Schafgans, Marcia M.A. & Zinde-Walsh, Victoria, 2021. "Rates of expansions for functional estimators," LSE Research Online Documents on Economics 113436, London School of Economics and Political Science, LSE Library.
    3. Martínez-Iriarte, Julián & Montes-Rojas, Gabriel & Sun, Yixiao, 2024. "Unconditional effects of general policy interventions," Journal of Econometrics, Elsevier, vol. 238(2).
    4. Isaiah Andrews & Matthew Gentzkow & Jesse M. Shapiro, 2018. "On the Informativeness of Descriptive Statistics for Structural Estimates," NBER Working Papers 25217, National Bureau of Economic Research, Inc.
    5. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    6. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP54/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Undral Byambadalai & Tatsushi Oka & Shota Yasui, 2024. "Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction," Papers 2407.16037, arXiv.org.
    8. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2016. "Locally Robust Semiparametric Estimation," Papers 1608.00033, arXiv.org, revised Aug 2020.
    9. Undral Byambadalai, 2022. "Identification and Inference for Welfare Gains without Unconfoundedness," Papers 2207.04314, arXiv.org.
    10. Vira Semenova, 2020. "Generalized Lee Bounds," Papers 2008.12720, arXiv.org, revised Feb 2023.
    11. Ruoyao Shi, 2021. "An Averaging Estimator for Two Step M Estimation in Semiparametric Models," Working Papers 202105, University of California at Riverside, Department of Economics.
    12. Aristide Houndetoungan & Abdoul Haki Maoude, 2024. "Inference for Two-Stage Extremum Estimators," THEMA Working Papers 2024-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    13. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
    14. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    15. Riccardo D'Adamo, 2021. "Orthogonal Policy Learning Under Ambiguity," Papers 2111.10904, arXiv.org, revised Dec 2022.
    16. Liu, Lin & Mukherjee, Rajarshi & Robins, James M., 2024. "Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators," Journal of Econometrics, Elsevier, vol. 240(2).
    17. Juan Carlos Escanciano & Joel Robert Terschuur, 2022. "Machine Learning Inference on Inequality of Opportunity," Papers 2206.05235, arXiv.org, revised Oct 2023.
    18. Jens Klooster & Mikhail Zhelonkin, 2024. "Outlier robust inference in the instrumental variable model with applications to causal effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(1), pages 86-106, January.
    19. Victor Quintas-Martinez, 2022. "Finite-Sample Guarantees for High-Dimensional DML," Papers 2206.07386, arXiv.org.
    20. David M. Ritzwoller & Vasilis Syrgkanis, 2024. "Simultaneous Inference for Local Structural Parameters with Random Forests," Papers 2405.07860, arXiv.org, revised Sep 2024.
    21. Whitney K. Newey & James M. Robins, 2017. "Cross-fitting and fast remainder rates for semiparametric estimation," CeMMAP working papers 41/17, Institute for Fiscal Studies.
    22. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    23. Aristide Houndetoungan & Abdoul Haki Maoude, 2024. "Inference for Two-Stage Extremum Estimators," Papers 2402.05030, arXiv.org, revised Nov 2024.
    24. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2016. "Double/Debiased Machine Learning for Treatment and Causal Parameters," Papers 1608.00060, arXiv.org, revised Nov 2024.
    25. Masahiro Kato & Masaaki Imaizumi & Takuya Ishihara & Toru Kitagawa, 2022. "Best Arm Identification with Contextual Information under a Small Gap," Papers 2209.07330, arXiv.org, revised Jan 2023.
    26. Yuichi Kitamura, 2020. "A Comment on: “On the Informativeness of Descriptive Statistics for Structural Estimates” by Isaiah Andrews, Matthew Gentzkow, and Jesse M. Shapiro," Econometrica, Econometric Society, vol. 88(6), pages 2265-2269, November.
    27. Whitney K. Newey & James M. Robins, 2017. "Cross-fitting and fast remainder rates for semiparametric estimation," CeMMAP working papers CWP41/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    28. Rui Duan & C. Jason Liang & Pamela Shaw & Cheng Yong Tang & Yong Chen, 2020. "Missing at Random or Not: A Semiparametric Testing Approach," Papers 2003.11181, arXiv.org.
    29. Anton Bobrov & James Traina, 2024. "The beginning of the trend: Interest rates, profits, and markups," Economics Bulletin, AccessEcon, vol. 44(3), pages 1024-1033.
    30. Yizhen Xu & Numair Sani & AmirEmad Ghassami & Ilya Shpitser, 2021. "Multiply Robust Causal Mediation Analysis with Continuous Treatments," Papers 2105.09254, arXiv.org, revised Oct 2024.
    31. Yu-Chin Hsu & Martin Huber & Yu-Min Yen, 2023. "Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning," Papers 2307.01049, arXiv.org.
    32. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2020. "Deep Learning for Individual Heterogeneity: An Automatic Inference Framework," Papers 2010.14694, arXiv.org, revised Jul 2021.

  6. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2016. "Locally Robust Semiparametric Estimation," Papers 1608.00033, arXiv.org, revised Aug 2020.

    Cited by:

    1. Sokbae Lee & Ryo Okui & Yoon†Jae Whang, 2017. "Doubly robust uniform confidence band for the conditional average treatment effect function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1207-1225, November.
    2. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Cordier, J.; & Salvi, I.; & Steinbeck, V.; & Geissler, A.; & Vogel, J.;, 2023. "Is rapid recovery always the best recovery? - Developing a machine learning approach for optimal assignment rules under capacity constraints for knee replacement patients," Health, Econometrics and Data Group (HEDG) Working Papers 23/08, HEDG, c/o Department of Economics, University of York.
    4. Yi Zhang & Eli Ben-Michael & Kosuke Imai, 2022. "Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs," Papers 2208.13323, arXiv.org, revised Sep 2024.
    5. Du, Zaichao & Escanciano, Juan Carlos & Zhu, Guangwei, 2023. "The case for CASE: Estimating heterogeneous systemic effects," Journal of Banking & Finance, Elsevier, vol. 157(C).
    6. Daniel Jacob, 2021. "CATE meets ML," Digital Finance, Springer, vol. 3(2), pages 99-148, June.
    7. Alejandro Sanchez-Becerra, 2023. "Robust inference for the treatment effect variance in experiments using machine learning," Papers 2306.03363, arXiv.org.
    8. Jacob, Daniel, 2020. "Cross-Fitting and Averaging for Machine Learning Estimation of Heterogeneous Treatment Effects," IRTG 1792 Discussion Papers 2020-014, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    9. Gyungbae Park, 2024. "Debiased Machine Learning when Nuisance Parameters Appear in Indicator Functions," Papers 2403.15934, arXiv.org.
    10. Victor Chernozhukov & Whitney Newey & Rahul Singh & Vasilis Syrgkanis, 2020. "Adversarial Estimation of Riesz Representers," Papers 2101.00009, arXiv.org, revised Apr 2024.
    11. Khashayar Khosravi & Greg Lewis & Vasilis Syrgkanis, 2019. "Non-Parametric Inference Adaptive to Intrinsic Dimension," Papers 1901.03719, arXiv.org, revised Jun 2019.
    12. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    13. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP54/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    14. Undral Byambadalai & Tatsushi Oka & Shota Yasui, 2024. "Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction," Papers 2407.16037, arXiv.org.
    15. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2016. "Locally Robust Semiparametric Estimation," Papers 1608.00033, arXiv.org, revised Aug 2020.
    16. Victor Chernozhukov & Whitney K. Newey & Victor Quintas-Martinez & Vasilis Syrgkanis, 2021. "Automatic Debiased Machine Learning via Riesz Regression," Papers 2104.14737, arXiv.org, revised Mar 2024.
    17. Zhengyuan Zhou & Susan Athey & Stefan Wager, 2018. "Offline Multi-Action Policy Learning: Generalization and Optimization," Papers 1810.04778, arXiv.org, revised Nov 2018.
    18. Pedro H. C. Sant'Anna & Xiaojun Song, 2016. "Specification Tests for the Propensity Score," Papers 1611.06217, arXiv.org, revised Feb 2019.
    19. Hidehiko Ichimura & Whitney K. Newey, 2022. "The influence function of semiparametric estimators," Quantitative Economics, Econometric Society, vol. 13(1), pages 29-61, January.
    20. Maximilian Blesch & Philipp Eisenhauer, 2021. "Robust decision-making under risk and ambiguity," Papers 2104.12573, arXiv.org, revised Oct 2021.
    21. Stéphane Bonhomme & Martin Weidner, 2020. "Minimizing Sensitivity to Model Misspecification," CeMMAP working papers CWP37/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    22. Zequn Jin & Lihua Lin & Zhengyu Zhang, 2022. "Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives," Papers 2211.07903, arXiv.org.
    23. Vira Semenova, 2020. "Generalized Lee Bounds," Papers 2008.12720, arXiv.org, revised Feb 2023.
    24. Michael Lechner, 2023. "Causal Machine Learning and its use for public policy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-15, December.
    25. Stéphane Bonhomme & Martin Weidner, 2022. "Minimizing sensitivity to model misspecification," Quantitative Economics, Econometric Society, vol. 13(3), pages 907-954, July.
    26. Minkyung Kim & K. Sudhir & Kosuke Uetake, 2022. "A Structural Model of a Multitasking Salesforce: Incentives, Private Information, and Job Design," Management Science, INFORMS, vol. 68(6), pages 4602-4630, June.
    27. Mengshan Xu & Taisuke Otsu, 2022. "Isotonic propensity score matching," Papers 2207.08868, arXiv.org, revised Aug 2024.
    28. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
    29. Karun Adusumilli & Dita Eckardt, 2019. "Temporal-Difference estimation of dynamic discrete choice models," Papers 1912.09509, arXiv.org, revised Dec 2022.
    30. Sasaki, Yuya & Ura, Takuya, 2023. "Estimation and inference for policy relevant treatment effects," Journal of Econometrics, Elsevier, vol. 234(2), pages 394-450.
    31. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    32. Thomas H. Jørgensen, 2021. "Sensitivity to Calibrated Parameters," CEBI working paper series 20-14, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    33. Aristide Houndetoungan & Abdoul Haki Maoude, 2024. "Inference for Two-Stage Extremum Estimators," THEMA Working Papers 2024-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    34. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
    35. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    36. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Causal Machine-Learning Approach," Papers 2103.10251, arXiv.org, revised Sep 2021.
    37. Matias D. Cattaneo & Michael Jansson, 2019. "Average Density Estimators: Efficiency and Bootstrap Consistency," Papers 1904.09372, arXiv.org, revised Dec 2020.
    38. Christopher D. Walker, 2024. "Semiparametric Bayesian Inference for a Conditional Moment Equality Model," Papers 2410.16017, arXiv.org.
    39. Riccardo D'Adamo, 2021. "Orthogonal Policy Learning Under Ambiguity," Papers 2111.10904, arXiv.org, revised Dec 2022.
    40. Ben Deaner, 2021. "Many Proxy Controls," Papers 2110.03973, arXiv.org.
    41. Victor Chernozhukov & Whitney K Newey & Rahul Singh, 2018. "Automatic Debiased Machine Learning of Causal and Structural Effects," Papers 1809.05224, arXiv.org, revised Oct 2022.
    42. Liu, Lin & Mukherjee, Rajarshi & Robins, James M., 2024. "Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators," Journal of Econometrics, Elsevier, vol. 240(2).
    43. Semenova, Vira, 2023. "Debiased machine learning of set-identified linear models," Journal of Econometrics, Elsevier, vol. 235(2), pages 1725-1746.
    44. Keith Battocchi & Eleanor Dillon & Maggie Hei & Greg Lewis & Miruna Oprescu & Vasilis Syrgkanis, 2021. "Estimating the Long-Term Effects of Novel Treatments," Papers 2103.08390, arXiv.org, revised Feb 2022.
    45. Victor Chernozhukov & Vira Semenova, 2018. "Simultaneous inference for Best Linear Predictor of the Conditional Average Treatment Effect and other structural functions," CeMMAP working papers CWP40/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    46. Bertille Antoine & Xiaolin Sun, 2022. "Partially linear models with endogeneity: a conditional moment-based approach [Efficient estimation of models with conditional moment restrictions containing unknown functions]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 256-275.
    47. Zhan Gao & Ji Hyung Lee & Ziwei Mei & Zhentao Shi, 2024. "Econometric Inference for High Dimensional Predictive Regressions," Papers 2409.10030, arXiv.org, revised Nov 2024.
    48. Rahul Singh & Liyuan Xu & Arthur Gretton, 2021. "Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves," Papers 2111.03950, arXiv.org, revised Jul 2023.
    49. Susan Athey & Stefan Wager, 2021. "Policy Learning With Observational Data," Econometrica, Econometric Society, vol. 89(1), pages 133-161, January.
    50. Victor Chernozhukov & Carlos Cinelli & Whitney Newey & Amit Sharma & Vasilis Syrgkanis, 2022. "Long Story Short: Omitted Variable Bias in Causal Machine Learning," NBER Working Papers 30302, National Bureau of Economic Research, Inc.
    51. Max H. Farrell & Tengyuan Liang & Sanjog Misra, 2018. "Deep Neural Networks for Estimation and Inference," Papers 1809.09953, arXiv.org, revised Sep 2019.
    52. Esfandiar Maasoumi & Jianqiu Wang & Zhuo Wang & Ke Wu, 2024. "Identifying factors via automatic debiased machine learning," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(3), pages 438-461, April.
    53. Yusuke Narita & Shota Yasui & Kohei Yata, 2020. "Debiased Off-Policy Evaluation for Recommendation Systems," Papers 2002.08536, arXiv.org, revised Aug 2021.
    54. V Chernozhukov & W K Newey & R Singh, 2023. "A simple and general debiased machine learning theorem with finite-sample guarantees," Biometrika, Biometrika Trust, vol. 110(1), pages 257-264.
    55. David M. Ritzwoller & Vasilis Syrgkanis, 2024. "Simultaneous Inference for Local Structural Parameters with Random Forests," Papers 2405.07860, arXiv.org, revised Sep 2024.
    56. Whitney K. Newey & James M. Robins, 2017. "Cross-fitting and fast remainder rates for semiparametric estimation," CeMMAP working papers 41/17, Institute for Fiscal Studies.
    57. Kai Feng & Han Hong, 2024. "Statistical Inference of Optimal Allocations I: Regularities and their Implications," Papers 2403.18248, arXiv.org, revised Apr 2024.
    58. Vasilis Syrgkanis & Ruohan Zhan, 2023. "Post Reinforcement Learning Inference," Papers 2302.08854, arXiv.org, revised May 2024.
    59. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
    60. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
    61. Neng-Chieh Chang, 2020. "The Mode Treatment Effect," Papers 2007.11606, arXiv.org.
    62. Aristide Houndetoungan & Abdoul Haki Maoude, 2024. "Inference for Two-Stage Extremum Estimators," Papers 2402.05030, arXiv.org, revised Nov 2024.
    63. Lewbel, Arthur & Choi, Jin Young & Zhou, Zhuzhu, 2023. "Over-identified Doubly Robust identification and estimation," Journal of Econometrics, Elsevier, vol. 235(1), pages 25-42.
    64. Abhinandan Dalal & Patrick Blobaum & Shiva Kasiviswanathan & Aaditya Ramdas, 2024. "Anytime-Valid Inference for Double/Debiased Machine Learning of Causal Parameters," Papers 2408.09598, arXiv.org, revised Sep 2024.
    65. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2016. "Double/Debiased Machine Learning for Treatment and Causal Parameters," Papers 1608.00060, arXiv.org, revised Nov 2024.
    66. Mert Demirer & Vasilis Syrgkanis & Greg Lewis & Victor Chernozhukov, 2019. "Semi-Parametric Efficient Policy Learning with Continuous Actions," Papers 1905.10116, arXiv.org, revised Jul 2019.
    67. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2021. "Local regression distribution estimators," Department of Economics, Working Paper Series qt7416d3x8, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    68. Chaudhuri, Saraswata & Renault, Eric, 2023. "Efficient estimation of regression models with user-specified parametric model for heteroskedasticty," The Warwick Economics Research Paper Series (TWERPS) 1473, University of Warwick, Department of Economics.
    69. Daniel Jacob, 2021. "CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning," Papers 2104.09935, arXiv.org, revised Apr 2021.
    70. Jikai Jin & Vasilis Syrgkanis, 2024. "Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation," Papers 2402.14264, arXiv.org, revised Mar 2024.
    71. Greg Lewis & Vasilis Syrgkanis, 2020. "Double/Debiased Machine Learning for Dynamic Treatment Effects via g-Estimation," Papers 2002.07285, arXiv.org, revised Jun 2021.
    72. Jelena Bradic & Victor Chernozhukov & Whitney K. Newey & Yinchu Zhu, 2019. "Minimax Semiparametric Learning With Approximate Sparsity," Papers 1912.12213, arXiv.org, revised Aug 2022.
    73. Kalouptsidi, Myrto & Scott, Paul T. & Souza-Rodrigues, Eduardo, 2021. "Linear IV regression estimators for structural dynamic discrete choice models," Journal of Econometrics, Elsevier, vol. 222(1), pages 778-804.
    74. Xingyu Chen & Lin Liu & Rajarshi Mukherjee, 2024. "Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional Asymptotics," Papers 2408.06103, arXiv.org.
    75. Rahul Singh, 2020. "Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments," Papers 2012.10315, arXiv.org, revised Mar 2023.
    76. Dylan J. Foster & Vasilis Syrgkanis, 2019. "Orthogonal Statistical Learning," Papers 1901.09036, arXiv.org, revised Jun 2023.
    77. Matias D. Cattaneo & Michael Jansson, 2018. "Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency," Econometrica, Econometric Society, vol. 86(3), pages 955-995, May.
    78. Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Machine-Learning Approach," CESifo Working Paper Series 9037, CESifo.
    79. Manu Navjeevan & Rodrigo Pinto & Andres Santos, 2023. "Identification and Estimation in a Class of Potential Outcomes Models," Papers 2310.05311, arXiv.org.
    80. Rahul Singh & Liyuan Xu & Arthur Gretton, 2020. "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves," Papers 2010.04855, arXiv.org, revised Oct 2022.
    81. Whitney K. Newey & James M. Robins, 2017. "Cross-fitting and fast remainder rates for semiparametric estimation," CeMMAP working papers CWP41/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    82. Yang Ning & Sida Peng & Jing Tao, 2020. "Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data," Papers 2009.03151, arXiv.org.
    83. Rahul Singh, 2021. "Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension," Papers 2102.11076, arXiv.org, revised Jul 2024.
    84. Zhengyu Zhang & Zequn Jin & Lihua Lin, 2024. "Identification and inference of outcome conditioned partial effects of general interventions," Papers 2407.16950, arXiv.org.
    85. Doğan, Osman & Taşpınar, Süleyman & Bera, Anil K., 2021. "A Bayesian robust chi-squared test for testing simple hypotheses," Journal of Econometrics, Elsevier, vol. 222(2), pages 933-958.
    86. Taisuke Otsu & Mengshan Xu, 2022. "Isotonic propensity score matching," STICERD - Econometrics Paper Series 623, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    87. Anish Agarwal & Rahul Singh, 2021. "Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy," Papers 2107.02780, arXiv.org, revised Feb 2024.
    88. Nathan Kallus, 2023. "Treatment Effect Risk: Bounds and Inference," Management Science, INFORMS, vol. 69(8), pages 4579-4590, August.
    89. Rahul Singh & Liyang Sun, 2019. "Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics," Papers 1909.05244, arXiv.org, revised Dec 2022.
    90. Jooyoung Cha & Harold D. Chiang & Yuya Sasaki, 2021. "Inference in high-dimensional regression models without the exact or $L^p$ sparsity," Papers 2108.09520, arXiv.org, revised Dec 2022.
    91. Neng-Chieh Chang, 2018. "Semiparametric Difference-in-Differences with Potentially Many Control Variables," Papers 1812.10846, arXiv.org, revised Jan 2019.
    92. Denis Chetverikov & Yukun Liu & Aleh Tsyvinski, 2022. "Weighted-average quantile regression," Papers 2203.03032, arXiv.org.
    93. Victor Chernozhukov & Whitney K. Newey & James Robins, 2018. "Double/de-biased machine learning using regularized Riesz representers," CeMMAP working papers CWP15/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    94. Qizhao Chen & Vasilis Syrgkanis & Morgane Austern, 2022. "Debiased Machine Learning without Sample-Splitting for Stable Estimators," Papers 2206.01825, arXiv.org, revised Nov 2022.
    95. Liu, Yanghui & Li, Yehua & Carroll, Raymond J. & Wang, Naisyin, 2022. "Predictive functional linear models with diverging number of semiparametric single-index interactions," Journal of Econometrics, Elsevier, vol. 230(2), pages 221-239.
    96. Wei, Bo & Tan, Kean Ming & He, Xuming, 2024. "Estimation of complier expected shortfall treatment effects with a binary instrumental variable," Journal of Econometrics, Elsevier, vol. 238(2).
    97. Krantz, Sebastian, 2024. "Mapping Africa's infrastructure potential with geospatial big data and causal ML," Kiel Working Papers 2276, Kiel Institute for the World Economy (IfW Kiel).
    98. Pietro Emilio Spini, 2021. "Robustness, Heterogeneous Treatment Effects and Covariate Shifts," Papers 2112.09259, arXiv.org, revised Aug 2024.
    99. Xinwei Ma & Jingshen Wang, 2018. "Robust Inference Using Inverse Probability Weighting," Papers 1810.11397, arXiv.org, revised May 2019.
    100. Maximilian Blesch & Philipp Eisenhauer, 2021. "Robust Decision-Making Under Risk and Ambiguity," ECONtribute Discussion Papers Series 104, University of Bonn and University of Cologne, Germany.
    101. Isaac Meza & Rahul Singh, 2021. "Nested Nonparametric Instrumental Variable Regression: Long Term, Mediated, and Time Varying Treatment Effects," Papers 2112.14249, arXiv.org, revised Mar 2024.

  7. Yoichi Arai & Hidehiko Ichimura, 2015. "Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator," CeMMAP working papers 42/15, Institute for Fiscal Studies.

    Cited by:

    1. Gary Cornwall & Beau Sauley, 2021. "Indirect effects and causal inference: reconsidering regression discontinuity," Journal of Spatial Econometrics, Springer, vol. 2(1), pages 1-28, December.
    2. Shi, Xunpeng & Tian, Binbin & Yang, Longjian & Yu, Jian & Zhou, Siyang, 2023. "How do regulatory environmental policies perform? A case study of China's Top-10,000 enterprises energy-saving program," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    3. Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
    4. YANAGI, Takahide & 柳, 貴英, 2015. "Regression Discontinuity Designs with Nonclassical Measurement Error," Discussion Papers 2015-09, Graduate School of Economics, Hitotsubashi University.
    5. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    6. Villamizar-Villegas, Mauricio & Pinzón-Puerto, Freddy A. & Ruiz-Sánchez, María Alejandra, 2020. "A Comprehensive History of Regression Discontinuity Designs: An Empirical Survey of the last 60 Years," Working papers 38, Red Investigadores de Economía.
    7. Yang Lixiong, 2019. "Regression discontinuity designs with unknown state-dependent discontinuity points: estimation and testing," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 23(2), pages 1-18, April.
    8. Octave De Brouwer & Elisabeth Leduc & Ilan Tojerow, 2019. "The Unexpected Consequences of Job Search Monitoring: Disability Instead of Employment?," ULB Institutional Repository 2013/340352, ULB -- Universite Libre de Bruxelles.
    9. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2024.
    10. Jales, Hugo & Ma, Jun & Yu, Zhengfei, 2017. "Optimal bandwidth selection for local linear estimation of discontinuity in density," Economics Letters, Elsevier, vol. 153(C), pages 23-27.
    11. Yoichi Arai & Hidehiko Ichimura, 2015. "Optimal bandwidth selection for the fuzzy regression discontinuity estimator," CeMMAP working papers CWP49/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    12. Yoici Arai & Taisuke Otsu & Myung Hwan Seo, 2019. "Causal inference on regression discontinuity designs by high-dimensional methods," STICERD - Econometrics Paper Series 601, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    13. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    14. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    15. Xu, Ke-Li, 2018. "A semi-nonparametric estimator of regression discontinuity design with discrete duration outcomes," Journal of Econometrics, Elsevier, vol. 206(1), pages 258-278.
    16. Takahide Yanagi, 2014. "The Effect of Measurement Error in the Sharp Regression Discontinuity Design," KIER Working Papers 910, Kyoto University, Institute of Economic Research.
    17. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.

  8. Yoichi Arai & Hidehiko Ichimura, 2015. "Optimal bandwidth selection for the fuzzy regression discontinuity estimator," CeMMAP working papers 49/15, Institute for Fiscal Studies.

    Cited by:

    1. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    3. Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
    4. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    5. Yu-Chin Hsu & Ji-Liang Shiu & Yuanyuan Wan, 2023. "Testing Identification Conditions of LATE in Fuzzy Regression Discontinuity Designs," Working Papers tecipa-761, University of Toronto, Department of Economics.
    6. Ximing Wu, 2021. "Hierarchical Gaussian Process Models for Regression Discontinuity/Kink under Sharp and Fuzzy Designs," Papers 2110.00921, arXiv.org, revised Feb 2022.
    7. YANAGI, Takahide & 柳, 貴英, 2015. "Regression Discontinuity Designs with Nonclassical Measurement Error," Discussion Papers 2015-09, Graduate School of Economics, Hitotsubashi University.
    8. Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
    9. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2024.
    10. Jales, Hugo & Ma, Jun & Yu, Zhengfei, 2017. "Optimal bandwidth selection for local linear estimation of discontinuity in density," Economics Letters, Elsevier, vol. 153(C), pages 23-27.

  9. Arai, Yoichi & Ichimura, Hidehiko & Kawaguchi, Daiji, 2015. "The Educational Upgrading of Japanese Youth, 1982-2007: Are All Japanese Youth Ready for Structural Reforms?," IZA Discussion Papers 8870, Institute of Labor Economics (IZA).

    Cited by:

    1. KIKUCHI Shinnosuke & FUJIWARA Ippei & SHIROTA Toyoichiro, 2023. "Automation and the Disappearance of Routine Work in Japan," Discussion papers 23082, Research Institute of Economy, Trade and Industry (RIETI).
    2. Fumihiko Suga, 2020. "The returns to postgraduate education in Japan," The Japanese Economic Review, Springer, vol. 71(4), pages 571-596, October.

  10. Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers 27/13, Institute for Fiscal Studies.

    Cited by:

    1. Yoichi Arai & Hidehiko Ichimura, 2014. "Simultaneous Selection of Optimal Bandwidths for the Sharp Regression Discontinuity Estimator," CIRJE F-Series CIRJE-F-927, CIRJE, Faculty of Economics, University of Tokyo.
    2. Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers CWP27/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Jales, Hugo & Ma, Jun & Yu, Zhengfei, 2017. "Optimal bandwidth selection for local linear estimation of discontinuity in density," Economics Letters, Elsevier, vol. 153(C), pages 23-27.

  11. HASHIMOTO Hideki & ICHIMURA Hidehiko & SHIMIZUTANI Satoshi, 2013. "Stability of Preference against Aging and Health Shocks: A comparison between Japan and the United States," Discussion papers 13068, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. Rieger, Matthias, 2015. "Risk aversion, time preference and health production: Theory and empirical evidence from Cambodia," Economics & Human Biology, Elsevier, vol. 17(C), pages 1-15.

  12. ICHIMURA Hidehiko & SHIMIZUTANI Satoshi, 2011. "Retirement Process in Japan: New evidence from Japanese Study on Aging and Retirement (JSTAR)," Discussion papers 11080, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. Satoshi Shimizutani & Takashi Oshio & Mayu Fujii, 2014. "Option Value of Work, Health Status, and Retirement Decisions in Japan: Evidence from the Japanese Study on Aging and Retirement (JSTAR)," NBER Chapters, in: Social Security Programs and Retirement Around the World: Disability Insurance Programs and Retirement, pages 497-535, National Bureau of Economic Research, Inc.
    2. Marco Bertoni & Giorgio Brunello, 2014. "Pappa Ante Portas: The Retired Husband Syndrome in Japan," "Marco Fanno" Working Papers 0182, Dipartimento di Scienze Economiche "Marco Fanno".

  13. ICHIMURA Hidehiko & KONISHI Yoko & NISHIYAMA Yoshihiko, 2011. "An Econometric Analysis of Firm Specific Productivities: Evidence from Japanese plant level data," Discussion papers 11002, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. KONISHI Yoko & NISHIMURA Yoshihiko, 2013. "A Note on the Identification of Demand and Supply Shocks in Production: Decomposition of TFP," Discussion papers 13099, Research Institute of Economy, Trade and Industry (RIETI).
    2. Yoko Konishi & Yoshihiko Nishiyama, 2020. "Efficiency of the Retail Industry and Inelastic Supply," Advances in Decision Sciences, Asia University, Taiwan, vol. 24(2), pages 134-166, June.
    3. Yoko Konishi & Takashi Saito, 2020. "Total Factor Productivity Changes in Japanese Small and Medium-Sized Enterprises in 1982–2016: Suggestive Indications of an IT Revolution?," Asian Economic Papers, MIT Press, vol. 19(3), pages 21-37, Fall.
    4. KONISHI Yoko & NISHIYAMA Yoshihiko, 2016. "Efficiency of the Retail Industry: Case of inelastic supply functions," Discussion papers 16054, Research Institute of Economy, Trade and Industry (RIETI).
    5. KONISHI Yoko & NOMURA Koji, 2015. "Energy Efficiency Improvement and Technical Changes in Japanese Industries, 1955-2012," Discussion papers 15058, Research Institute of Economy, Trade and Industry (RIETI).

  14. Hidehiko Ichimura & Sokbae Lee, 2010. "Characterization of the asymptotic distribution of semiparametric M-estimators," Post-Print hal-00741628, HAL.

    Cited by:

    1. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
    2. Fan, Yanqin & Liu, Ruixuan, 2016. "A direct approach to inference in nonparametric and semiparametric quantile models," Journal of Econometrics, Elsevier, vol. 191(1), pages 196-216.
    3. Escanciano, Juan Carlos & Jacho-Chávez, David T. & Lewbel, Arthur, 2014. "Uniform convergence of weighted sums of non and semiparametric residuals for estimation and testing," Journal of Econometrics, Elsevier, vol. 178(P3), pages 426-443.
    4. Zhao, Weihua & Lian, Heng, 2017. "Quantile index coefficient model with variable selection," Journal of Multivariate Analysis, Elsevier, vol. 154(C), pages 40-58.
    5. Louise Laage, 2020. "A Correlated Random Coefficient Panel Model with Time-Varying Endogeneity," Papers 2003.09367, arXiv.org, revised Nov 2022.
    6. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2016. "Locally Robust Semiparametric Estimation," Papers 1608.00033, arXiv.org, revised Aug 2020.
    7. Yingying Dong & Arthur Lewbel, 2012. "A Simple Estimator for Binary Choice Models With Endogenous Regressors," Boston College Working Papers in Economics 807, Boston College Department of Economics.
    8. Hidehiko Ichimura & Whitney K. Newey, 2022. "The influence function of semiparametric estimators," Quantitative Economics, Econometric Society, vol. 13(1), pages 29-61, January.
    9. Delsol , Laurent & Van Keilegom, Ingrid, 2011. "Semiparametric M-Estimation with Non-Smooth Criterion Functions," LIDAM Discussion Papers ISBA 2011041, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    10. Koen Jochmans, 2013. "Pairwise-comparison estimation with nonparametric controls," SciencePo Working papers hal-00973068, HAL.
    11. Mammen, Enno & Rothe, Christoph & Schienle, Melanie, 2011. "Semiparametric Estimation with Generated Covariates," IZA Discussion Papers 6084, Institute of Labor Economics (IZA).
    12. Koo, Chao, 2018. "Essays on functional coefficient models," Other publications TiSEM ba87b8a5-3c55-40ec-967d-9, Tilburg University, School of Economics and Management.
    13. Jayeeta Bhattacharya, 2020. "Quantile regression with generated dependent variable and covariates," Papers 2012.13614, arXiv.org.
    14. Ruoyao Shi, 2021. "An Averaging Estimator for Two Step M Estimation in Semiparametric Models," Working Papers 202105, University of California at Riverside, Department of Economics.
    15. Le-Yu Chen & Sokbae (Simon) Lee & Myung Jae Sung, 2013. "Maximum score estimation of preference parameters for a binary choice model under uncertainty," CeMMAP working papers 14/13, Institute for Fiscal Studies.
    16. Ruoyao Shi, 2022. "An Averaging Estimator for Two Step M Estimation in Semiparametric Models," Working Papers 202211, University of California at Riverside, Department of Economics.
    17. Hyung Park & Thaddeus Tarpey & Eva Petkova & R. Todd Ogden, 2024. "A high-dimensional single-index regression for interactions between treatment and covariates," Statistical Papers, Springer, vol. 65(7), pages 4025-4056, September.
    18. Radchenko, Peter, 2015. "High dimensional single index models," Journal of Multivariate Analysis, Elsevier, vol. 139(C), pages 266-282.
    19. Brück, Florian & Fermanian, Jean-David & Min, Aleksey, 2023. "A corrected Clarke test for model selection and beyond," Journal of Econometrics, Elsevier, vol. 235(1), pages 105-132.
    20. Chen, Tao & Parker, Thomas, 2014. "Semiparametric efficiency for partially linear single-index regression models," Journal of Multivariate Analysis, Elsevier, vol. 130(C), pages 376-386.
    21. Songnian Chen & Shakeeb Khan & Xun Tang, 2013. "Informational Content of Special Regressors in Heteroskedastic Binary Response Models," PIER Working Paper Archive 13-021, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    22. Kasahara, Hiroyuki & Shimotsu, Katsumi, 2008. "Pseudo-likelihood estimation and bootstrap inference for structural discrete Markov decision models," Journal of Econometrics, Elsevier, vol. 146(1), pages 92-106, September.
    23. Ying-Ying Lee, 2014. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Economics Series Working Papers 706, University of Oxford, Department of Economics.
    24. Hiroyuki Kasahara & Katsumi Shimotsu, 2006. "Nested Pseudo-likelihood Estimation and Bootstrap-based Inference for Structural Discrete Markov Decision Models," University of Western Ontario, Departmental Research Report Series 20064, University of Western Ontario, Department of Economics.
    25. Horowitz, Joel L. & Lee, Sokbae, 2009. "Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative," Journal of Econometrics, Elsevier, vol. 152(2), pages 141-152, October.
    26. Le-Yu Chen & Sokbae (Simon) Lee & Myung Jae Sung, 2014. "Maximum score estimation with nonparametrically generated regressors," CeMMAP working papers CWP27/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    27. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
    28. Tadao Hoshino, 2013. "Estimation of the preference heterogeneity within stated choice data using semiparametric varying-coefficient methods," Empirical Economics, Springer, vol. 45(3), pages 1129-1148, December.
    29. Rothe, Christoph & Firpo, Sergio, 2013. "Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions," IZA Discussion Papers 7564, Institute of Labor Economics (IZA).
    30. Rothe, Christoph, 2016. "The Value of Knowing the Propensity Score for Estimating Average Treatment Effects," IZA Discussion Papers 9989, Institute of Labor Economics (IZA).
    31. S. Goh, 2012. "Design-adaptive nonparametric estimation of conditional quantile derivatives," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 24(3), pages 597-612.
    32. Sadikoglu, Serhan, 2019. "Essays in econometric theory," Other publications TiSEM 99d83644-f9dc-49e3-a4e1-5, Tilburg University, School of Economics and Management.
    33. Juan Carlos Escanciano & Lin Zhu, 2013. "Set inferences and sensitivity analysis in semiparametric conditionally identified models," CeMMAP working papers 55/13, Institute for Fiscal Studies.
    34. Chen, Xiaohong, 2007. "Large Sample Sieve Estimation of Semi-Nonparametric Models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 76, Elsevier.
    35. Ying-Ying Lee, 2018. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Papers 1811.00157, arXiv.org.
    36. Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn, 2011. "A practical asymptotic variance estimator for two-step semiparametric estimators," CeMMAP working papers CWP22/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    37. Frumento, Paolo & Bottai, Matteo, 2017. "An estimating equation for censored and truncated quantile regression," Computational Statistics & Data Analysis, Elsevier, vol. 113(C), pages 53-63.
    38. Daniel Ackerberg & Xiaohong Chen & Jinyong Hahn, 2011. "Asymptotic Variance Estimator for Two-Step Semiparametric Estimators," Cowles Foundation Discussion Papers 1803, Cowles Foundation for Research in Economics, Yale University.
    39. Laurent Delsol & Ingrid Van Keilegom, 2020. "Semiparametric M-estimation with non-smooth criterion functions," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 72(2), pages 577-605, April.

  15. ICHIMURA Hidehiko & SHIMIZUTANI Satoshi & HASHIMOTO Hideki, 2009. "JSTAR First Results 2009 Report," Discussion papers 09047, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. Chen, Brian K. & Jalal, Hawre & Hashimoto, Hideki & Suen, Sze-chuan & Eggleston, Karen & Hurley, Michael & Schoemaker, Lena & Bhattacharya, Jay, 2016. "Forecasting trends in disability in a super-aging society: Adapting the Future Elderly Model to Japan," The Journal of the Economics of Ageing, Elsevier, vol. 8(C), pages 42-51.
    2. Shimizutani, Satoshi, 2011. "A new anatomy of the retirement process in Japan," Japan and the World Economy, Elsevier, vol. 23(3), pages 141-152.
    3. Fujii, Mayu & 藤井, 麻由 & Oshio, Takashi & 小塩, 隆士 & Shimizutani, Satoshi & 清水谷, 諭, 2012. "Self-Rated Health Status of the Japanese and Europeans in Later Life: Evidence from JSTAR and SHARE," CIS Discussion paper series 572, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
    4. SEKIZAWA Yoichi, 2016. "Association among Socioeconomic Status, Health and Function-related Variables, and Onset of Depression in the Case of Middle-aged and Older People in Japan," Discussion papers 16069, Research Institute of Economy, Trade and Industry (RIETI).
    5. Takashi Oshio & Emiko Usui, 2017. "Informal parental care and female labour supply in Japan," Applied Economics Letters, Taylor & Francis Journals, vol. 24(9), pages 635-638, May.
    6. Okumura, Tsunao & 奥村, 綱雄 & Usui, Emiko & 臼井, 恵美子, 2012. "The Effect of Pension Reform on Pension-Benefit Expectations and Savings Decisions in Japan," CIS Discussion paper series 559, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
    7. Matthew A. COLE & Robert J R ELLIOTT & OKUBO Toshihiro & Eric STROBL, 2013. "The Future of Long-term Care in Japan," Discussion papers 13064, Research Institute of Economy, Trade and Industry (RIETI).
    8. Usui, Emiko & Shimizutani, Satoshi & Oshio, Takashi, 2015. "Are Japanese Men of Pensionable Age Underemployed or Overemployed?," IZA Discussion Papers 9620, Institute of Labor Economics (IZA).
    9. Matsushima, Midori & Shimizutani, Satoshi & Yamada, Hiroyuki, 2018. "Life course consequences of low birth weight: Evidence from Japan," Journal of the Japanese and International Economies, Elsevier, vol. 50(C), pages 37-47.
    10. Satoshi Shimizutani & Takashi Oshio & Mayu Fujii, 2014. "Option Value of Work, Health Status, and Retirement Decisions in Japan: Evidence from the Japanese Study on Aging and Retirement (JSTAR)," NBER Chapters, in: Social Security Programs and Retirement Around the World: Disability Insurance Programs and Retirement, pages 497-535, National Bureau of Economic Research, Inc.
    11. Satoshi Shimizutani & Takashi Oshio, 2016. "Public Pension Benefits Claiming Behaviour: new Evidence from the Japanese Study on Ageing and Retirement," The Japanese Economic Review, Japanese Economic Association, vol. 67(3), pages 235-256, September.
    12. ICHIMURA Hidehiko & SHIMIZUTANI Satoshi, 2011. "Retirement Process in Japan: New evidence from Japanese Study on Aging and Retirement (JSTAR)," Discussion papers 11080, Research Institute of Economy, Trade and Industry (RIETI).
    13. Ryosuke Okazawa & Katsuya Takii, 2019. "Intergenerational Conflict Over Consumption Tax Hike: Evidence from Japan," OSIPP Discussion Paper 19E009, Osaka School of International Public Policy, Osaka University.
    14. Le, Duc Dung & Ibuka, Yoko, 2023. "Understanding the effects of informal caregiving on health and well-being: Heterogeneity and mechanisms," Social Science & Medicine, Elsevier, vol. 317(C).
    15. SHIMIZUTANI Satoshi & FUJII Mayu & OSHIO Takashi, 2012. "Option Value of Work, Health Status, and Retirement Decisions: New evidence from the Japanese Study on Aging and Retirement (JSTAR)," Discussion papers 12050, Research Institute of Economy, Trade and Industry (RIETI).
    16. MORIKAWA Masayuki, 2012. "Postgraduate Education and Human Capital Productivity in Japan," Discussion papers 12009, Research Institute of Economy, Trade and Industry (RIETI).
    17. Oshio, Takashi & 小塩, 隆士 & オシオ, タカシ & Shimizutani, Satoshi & 清水谷, 諭 & シミズタニ, サトシ, 2010. "Disability Pension Program and Labor Force Participation in Japan: A Historical Perspective," PIE/CIS Discussion Paper 485, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
    18. Nishimura, Y.; Oikawa, M.;, 2017. "Effects of Informal Elderly Care on Labor Supply: Exploitation of Government Intervention on the Supply Side of Elderly Care Market," Health, Econometrics and Data Group (HEDG) Working Papers 17/02, HEDG, c/o Department of Economics, University of York.
    19. Midori Matsushima & Satoshi Shimizutani & Hiroyuki Yamada, 2018. "New Evidence on predictable validity of grip strength on later outcomes in Japan," Keio-IES Discussion Paper Series 2018-009, Institute for Economics Studies, Keio University.
    20. HASHIMOTO Hideki, 2015. "Impacts of Leaving Paid Work on Health, Functions, and Lifestyle Behavior: Evidence from JSTAR panel data," Discussion papers 15114, Research Institute of Economy, Trade and Industry (RIETI).
    21. Oikawa, M., 2020. "The effect of education on health policy reform: Evidence from Japan," Health, Econometrics and Data Group (HEDG) Working Papers 20/08, HEDG, c/o Department of Economics, University of York.
    22. MORIKAWA Masayuki, 2013. "Postgraduate Education, Labor Participation, and Wages: An empirical analysis using micro data from Japan," Discussion papers 13065, Research Institute of Economy, Trade and Industry (RIETI).
    23. Olivia S. Mitchell & John W. R. Phillips, 2012. "Retirement in Japan and the United States: Cross-national Comparisons using the Japanese Study of Aging and Retirement (JSTAR) and the U.S. Health and Retirement Study (HRS)," Working Papers wp270, University of Michigan, Michigan Retirement Research Center.
    24. Megumi Kasajima & Hideki Hashimoto & Sze‐Chuan Suen & Brian Chen & Hawre Jalal & Karen Eggleston & Jay Bhattacharya, 2021. "Future projection of the health and functional status of older people in Japan: A multistate transition microsimulation model with repeated cross‐sectional data," Health Economics, John Wiley & Sons, Ltd., vol. 30(S1), pages 30-51, November.
    25. Chen, Fengming & Wakabayashi, Midori & Yuda, Michio, 2024. "The impact of retirement on health: Empirical evidence from the change in public pensionable age in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 28(C).
    26. Miguel Sánchez Romero & Naohiro Ogawa & Rikiya Matsukura, 2013. "To give or not to give: bequest estimate and wealth impact based on a CGE model with realistic demography in Japan," MPIDR Working Papers WP-2013-012, Max Planck Institute for Demographic Research, Rostock, Germany.

  16. Ichimura, Hidehiko & 市村, 英彦 & イチムラ, ヒデヒコ & Hashimoto, Hideki & 橋本, 英樹 & ハシモト, ヒデキ & Shimizutani, Satoshi & 清水谷, 論, 2009. "Japanese Study of Aging and Retirement: Chapter 3 Social and Family Context," PIE/CIS Discussion Paper 445, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.

    Cited by:

    1. Matsukura, Rikiya & Shimizutani, Satoshi & Mitsuyama, Nahoko & Lee, Sang-Hyop & Ogawa, Naohiro, 2018. "Untapped work capacity among old persons and their potential contributions to the “silver dividend” in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 236-249.
    2. Masayuki Okada, 2023. "The optimal earnings test and retirement behavior," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1036-1068, August.

  17. Ichimura, Hidehiko & 市村, 英彦 & イチムラ, ヒデヒコ & Hashimoto, Hideki & 橋本, 英樹 & ハシモト, ヒデキ & Shimizutani, Satoshi & 清水谷, 論, 2009. "Japanese Study of Aging and Retirement: Chapter 2 Health and Health Care," PIE/CIS Discussion Paper 444, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.

    Cited by:

    1. Matsukura, Rikiya & Shimizutani, Satoshi & Mitsuyama, Nahoko & Lee, Sang-Hyop & Ogawa, Naohiro, 2018. "Untapped work capacity among old persons and their potential contributions to the “silver dividend” in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 236-249.
    2. Masayuki Okada, 2023. "The optimal earnings test and retirement behavior," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1036-1068, August.

  18. Ichimura, Hidehiko & 市村, 英彦 & イチムラ, ヒデヒコ & Hashimoto, Hideki & 橋本, 英樹 & ハシモト, ヒデキ & Shimizutani, Satoshi & 清水谷, 論, 2009. "Japanese Study of Aging and Retirement: Chapter 5 Socioeconomic Status," PIE/CIS Discussion Paper 447, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.

    Cited by:

    1. Matsukura, Rikiya & Shimizutani, Satoshi & Mitsuyama, Nahoko & Lee, Sang-Hyop & Ogawa, Naohiro, 2018. "Untapped work capacity among old persons and their potential contributions to the “silver dividend” in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 236-249.
    2. Masayuki Okada, 2023. "The optimal earnings test and retirement behavior," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1036-1068, August.

  19. Ichimura, Hidehiko & 市村, 英彦 & イチムラ, ヒデヒコ & Hashimoto, Hideki & 橋本, 英樹 & ハシモト, ヒデキ & Shimizutani, Satoshi & 清水谷, 論, 2009. "Japanese Study of Aging and Retirement: Chapter 4 Work and Retirement," PIE/CIS Discussion Paper 446, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.

    Cited by:

    1. Matsukura, Rikiya & Shimizutani, Satoshi & Mitsuyama, Nahoko & Lee, Sang-Hyop & Ogawa, Naohiro, 2018. "Untapped work capacity among old persons and their potential contributions to the “silver dividend” in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 236-249.
    2. Masayuki Okada, 2023. "The optimal earnings test and retirement behavior," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1036-1068, August.

  20. Ichimura, Hidehiko & 市村, 英彦 & イチムラ, ヒデヒコ & Hashimoto, Hideki & 橋本, 英樹 & ハシモト, ヒデキ & Shimizutani, Satoshi & 清水谷, 論, 2009. "Japanese Study of Aging and Retirement: JSTAR First Results 2009 Report: Contents / Chapter 1 Introduction," PIE/CIS Discussion Paper 443, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.

    Cited by:

    1. Ryosuke Okazawa & Katsuya Takii, 2019. "Intergenerational Conflict Over Consumption Tax Hike: Evidence from Japan," OSIPP Discussion Paper 19E009, Osaka School of International Public Policy, Osaka University.
    2. HASHIMOTO Hideki, 2015. "Impacts of Leaving Paid Work on Health, Functions, and Lifestyle Behavior: Evidence from JSTAR panel data," Discussion papers 15114, Research Institute of Economy, Trade and Industry (RIETI).
    3. Robert Clark & Rikiya Matsukura & Naohiro Ogawa, 2014. "Retirement Transitions In Japan," Discussion Papers 14-013, Stanford Institute for Economic Policy Research.

  21. Joseph G. Altonji & Hidehiko Ichimura & Taisuke Otsu, 2008. "Estimating Derivatives in Nonseparable Models with Limited Dependent Variables," Cowles Foundation Discussion Papers 1668, Cowles Foundation for Research in Economics, Yale University.

    Cited by:

    1. Joseph G. Altonji & Rosa L. Matzkin, 2001. "Panel Data Estimators for Nonseparable Models with Endogenous Regressors," NBER Technical Working Papers 0267, National Bureau of Economic Research, Inc.
    2. Guido W. Imbens & Whitney K. Newey, 2009. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," Econometrica, Econometric Society, vol. 77(5), pages 1481-1512, September.
    3. Rosa L. Matzkin, 1999. "Nonparametric Estimation of Nonadditive Random Functions," Working Papers 38, Universidad de San Andres, Departamento de Economia, revised Sep 2001.
    4. Joseph G. Altonji & Hidehiko Ichimura & Taisuke Otsu, 2008. "Estimating Derivatives in Nonseparable Models with Limited Dependent Variables," Cowles Foundation Discussion Papers 1668R, Cowles Foundation for Research in Economics, Yale University, revised May 2011.
    5. Ernesto Villanueva, 2003. "Parental altruism under imperfect information: theory and evidence," Working Papers 19, Barcelona School of Economics.
    6. Kazianga, Harounan, 2004. "Motives for Household Private Transfers in Burkina Faso," Center Discussion Papers 28463, Yale University, Economic Growth Center.
    7. Luke Taylor & Taisuke Otsu, 2019. "Estimation of nonseparable models with censored dependent variables and endogenous regressors," Econometric Reviews, Taylor & Francis Journals, vol. 38(1), pages 4-24, January.
    8. Rosa L. Matzkin & James Heckman & Lars Nesheim, 2002. "Nonparametric Estimation and Nonadditive Hedonic Models," Working Papers 51, Universidad de San Andres, Departamento de Economia, revised Jun 2002.
    9. Ben Lakhdar, Christian & Cauchie, Grégoire & Vaillant, Nicolas Gérard & Wolff, François-Charles, 2012. "The role of family incomes in cigarette smoking: Evidence from French students," Social Science & Medicine, Elsevier, vol. 74(12), pages 1864-1873.
    10. Ana Fernandes, 2000. "Altruism with Endogenous Labor Supply," Econometric Society World Congress 2000 Contributed Papers 0844, Econometric Society.
    11. Yuri Fonseca & Marcelo Medeiros & Gabriel Vasconcelos & Alvaro Veiga, 2018. "BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions," Papers 1808.03698, arXiv.org, revised Jul 2020.
    12. Cheolsung Park, 2014. "Why do children transfer to their parents? Evidence from South Korea," Review of Economics of the Household, Springer, vol. 12(3), pages 461-485, September.
    13. Elin Halvorsen & Thor Olav Thoresen, 2008. "Parents' Desire to Make Equal Inter Vivos Transfers," CESifo Working Paper Series 2468, CESifo.
    14. La, Hai Anh & Xu, Ying, 2017. "Remittances, social security, and the crowding-out effect: Evidence from Vietnam," Journal of Asian Economics, Elsevier, vol. 49(C), pages 42-59.
    15. Xiong, Qizhou, 2015. "Censored Fractional Response Model: Estimating Heterogeneous Relative Risk Aversion of European Households," IWH Discussion Papers 11/2015, Halle Institute for Economic Research (IWH).
    16. Ham, John C. & Song, Heonjae, 2014. "The determinants of bargaining power in an empirical model of transfers between adult children, parents, and in-laws for South Korea," Journal of Development Economics, Elsevier, vol. 109(C), pages 73-86.

  22. Costa Dias, Monica & Ichimura, Hidehiko & van den Berg, Gerard J., 2008. "The matching method for treatment evaluation with selective participation and ineligibles," Working Paper Series 2008:6, IFAU - Institute for Evaluation of Labour Market and Education Policy.

    Cited by:

    1. de Luna Xavier & Johansson Per, 2014. "Testing for the Unconfoundedness Assumption Using an Instrumental Assumption," Journal of Causal Inference, De Gruyter, vol. 2(2), pages 187-199, September.
    2. Gerard Van Den Berg & Antoine Bozio & Monica Costa Dias, 2018. "Policy discontinuity and duration outcomes," IFS Working Papers W18/10, Institute for Fiscal Studies.
    3. de Luna, Xavier & Johansson, Per, 2012. "Testing for nonparametric identification of causal effects in the presence of a quasi-instrument," Working Paper Series 2012:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Bruno Arpino & Arnstein Aassve, 2008. "Estimating the causal effect of fertility on economic wellbeing: Data requirements, identifying assumptions and estimation methods," Working Papers 013, "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi.
    5. Joseph, Olivier & Pailhé, Ariane & Recotillet, Isabelle & Solaz, Anne, 2013. "The economic impact of taking short parental leave: Evaluation of a French reform," Labour Economics, Elsevier, vol. 25(C), pages 63-75.

  23. Hidehiko Ichimura & Petra E. Todd, 2006. "Implementing Nonparametric and Semiparametric Estimators," CIRJE F-Series CIRJE-F-452, CIRJE, Faculty of Economics, University of Tokyo.

    Cited by:

    1. Senay Sokullu, 2012. "Nonparametric Estimation of Semiparametric Transformation Models," Bristol Economics Discussion Papers 12/625, School of Economics, University of Bristol, UK.
    2. Heckman, James J. & Schmierer, Daniel, 2010. "Tests of hypotheses arising in the correlated random coefficient model," Economic Modelling, Elsevier, vol. 27(6), pages 1355-1367, November.
    3. Dennis Kristensen, 2009. "Semiparametric modelling and estimation (in Russian)," Quantile, Quantile, issue 7, pages 53-83, September.
    4. Kloss, Mathias & Petrick, Martin, 2014. "The Productivity of Family and Hired Labour in EU Arable Farming," 54th Annual Conference, Goettingen, Germany, September 17-19, 2014 187353, German Association of Agricultural Economists (GEWISOLA).
    5. Florens, Jean-Pierre & Johannes, Jan & Van Bellegem, Sébastien, 2009. "Instrumental Regression in Partially Linear Models," TSE Working Papers 10-167, Toulouse School of Economics (TSE).
    6. Shin Kanaya, 2015. "Uniform Convergence Rates of Kernel-Based Nonparametric Estimators for Continuous Time Diffusion Processes: A Damping Function Approach," CREATES Research Papers 2015-50, Department of Economics and Business Economics, Aarhus University.
    7. Manuel E. Lago & Santiago Lago-Peñas & Jorge Martinez-Vazquez, 2024. "On the effects of intergovernmental grants: a survey," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(3), pages 856-908, June.
    8. Hill, Jonathan B. & Shneyerov, Artyom, 2013. "Are there common values in first-price auctions? A tail-index nonparametric test," Journal of Econometrics, Elsevier, vol. 174(2), pages 144-164.
    9. Dennis Kristensen, 2009. "Pseudo-Maximum Likelihood Estimation in Two Classes of Semiparametric Diffusion Models," CREATES Research Papers 2009-41, Department of Economics and Business Economics, Aarhus University.
    10. Susanne M. Schennach, 2015. "A bias bound approach to nonparametric inference," CeMMAP working papers 71/15, Institute for Fiscal Studies.
    11. Chung Choe & Alfonso Flores-Lagunes & Sang-Jun Lee, 2015. "Do dropouts with longer training exposure benefit from training programs? Korean evidence employing methods for continuous treatments," Empirical Economics, Springer, vol. 48(2), pages 849-881, March.
    12. James J. Heckman & Daniel Schmierer, 2009. "Testing the Correlated Random Coefficient Model," Working Papers 200937, Geary Institute, University College Dublin.
    13. Kristensen, Dennis & Shin, Yongseok, 2012. "Estimation of dynamic models with nonparametric simulated maximum likelihood," Journal of Econometrics, Elsevier, vol. 167(1), pages 76-94.
    14. Orazio Attanasio & Elena Pastorino, 2020. "Nonlinear Pricing in Village Economies," Econometrica, Econometric Society, vol. 88(1), pages 207-263, January.
    15. Timothy B. Armstrong & Michal Koles�r, 2016. "Optimal Inference in a Class of Regression Models," Cowles Foundation Discussion Papers 2043, Cowles Foundation for Research in Economics, Yale University.
    16. Mogstad, M. & Wiswall, M., 2012. "Instrumental variables estimation with partially missing instruments," Economics Letters, Elsevier, vol. 114(2), pages 186-189.
    17. Leandro M. De Magalhães & Lucas Ferrero, 2009. "Budgetary Separation of Powers in the American States and the Tax Level: A Regression Discontinuity Design," The Centre for Market and Public Organisation 09/225, The Centre for Market and Public Organisation, University of Bristol, UK.
    18. Alfonso Flores-Lagunes & Arturo Gonzalez & Todd C. Neumann, 2007. "Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps," Working Papers 1042, Princeton University, Department of Economics, Industrial Relations Section..
    19. Liu, Ruixuan & Yu, Zhengfei, 2022. "Sample selection models with monotone control functions," Journal of Econometrics, Elsevier, vol. 226(2), pages 321-342.
    20. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2019. "Two-Step Estimation and Inference with Possibly Many Included Covariates," University of California at San Diego, Economics Working Paper Series qt86c7x315, Department of Economics, UC San Diego.
    21. Dorn, Sabrina & Egger, Peter, 2012. "On the Distribution of Exchange Rate Regime Treatment Effects on International Trade," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62054, Verein für Socialpolitik / German Economic Association.
    22. Ying Zhu, 2021. "Phase transitions in nonparametric regressions," Papers 2112.03626, arXiv.org, revised Nov 2023.
    23. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    24. Galvao, Antonio F. & Kato, Kengo, 2016. "Smoothed quantile regression for panel data," Journal of Econometrics, Elsevier, vol. 193(1), pages 92-112.
    25. Ignacio Moral-Arce & Stefan Sperlich & Ana Fernández-Saínz & Maria Roca, 2012. "Trends in the Gender Pay Gap in Spain: A Semiparametric Analysis," Journal of Labor Research, Springer, vol. 33(2), pages 173-195, June.
    26. Sean Dougherty & Octavio Escobar, 2016. "Could Mexico become the new ‘China'?: Policy drivers of competitiveness and productivity," OECD Productivity Working Papers 4, OECD Publishing.
    27. Gelo, Dambala & Muchapondwa, Edwin & Koch, Steven F., 2016. "Decentralization, market integration and efficiency-equity trade-offs: Evidence from Joint Forest Management in Ethiopian villages," Journal of Forest Economics, Elsevier, vol. 22(C), pages 1-23.
    28. James J. Heckman, 2008. "The Principles Underlying Evaluation Estimators with an Application to Matching," Annals of Economics and Statistics, GENES, issue 91-92, pages 9-73.
    29. Timothy B. Armstrong, 2014. "A Note on Minimax Testing and Confidence Intervals in Moment Inequality Models," Cowles Foundation Discussion Papers 1975, Cowles Foundation for Research in Economics, Yale University.
    30. Rothe, Christoph, 2009. "Semiparametric estimation of binary response models with endogenous regressors," Journal of Econometrics, Elsevier, vol. 153(1), pages 51-64, November.
    31. Kristensen, Dennis, 2008. "Estimation of partial differential equations with applications in finance," Journal of Econometrics, Elsevier, vol. 144(2), pages 392-408, June.
    32. Myung Jae Sung, 2014. "Square Density Weighted Average Derivatives Estimation of Single Index Models," Korean Economic Review, Korean Economic Association, vol. 30, pages 301-331.
    33. Sergio Parra Cely & Clotilde Mahé, 2020. "Does Internal Displacement Affect Educational Achievement in Host Communities?," DEM Discussion Paper Series 20-05, Department of Economics at the University of Luxembourg.
    34. Dennis Kristensen, 2009. "Semiparametric Modelling and Estimation: A Selective Overview," CREATES Research Papers 2009-44, Department of Economics and Business Economics, Aarhus University.
    35. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    36. Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2014. "Access to college and heterogeneous returns to education in China," Economics of Education Review, Elsevier, vol. 42(C), pages 78-92.
    37. Semykina, Anastasia & Xie, Yimeng & Yang, Cynthia Fan & Zhou, Qiankun, 2024. "Semiparametric least squares estimation of binary choice panel data models with endogeneity," Economic Modelling, Elsevier, vol. 132(C).
    38. Cattaneo, Matias D. & Crump, Richard K. & Jansson, Michael, 2010. "Robust Data-Driven Inference for Density-Weighted Average Derivatives," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1070-1083.
    39. Timothy B. Armstrong, 2014. "On the Choice of Test Statistic for Conditional Moment Inequalities," Cowles Foundation Discussion Papers 1960, Cowles Foundation for Research in Economics, Yale University.
    40. Zier, Patrick, 2013. "Econometric impact assessment of the Common Agricultural Policy in East German agriculture," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 71, number 71, September.
    41. Cattaneo, Matias D & Jansson, Michael & Ma, Xinwei, 2021. "Local regression distribution estimators," Department of Economics, Working Paper Series qt7416d3x8, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    42. Matias D. Cattaneo & Michael Jansson, 2014. "Bootstrapping Kernel-Based Semiparametric Estimators," CREATES Research Papers 2014-25, Department of Economics and Business Economics, Aarhus University.
    43. Gagliardini, Patrick & Ronchetti, Diego, 2013. "Semi-parametric estimation of American option prices," Journal of Econometrics, Elsevier, vol. 173(1), pages 57-82.
    44. Pedro André Cerqueira, 2010. "A Closer Look at the World Business Cycle Synchronization," GEMF Working Papers 2010-21, GEMF, Faculty of Economics, University of Coimbra.
    45. Cattaneo, Matias D. & Crump, Richard K. & Jansson, Michael, 2012. "Optimal inference for instrumental variables regression with non-Gaussian errors," Journal of Econometrics, Elsevier, vol. 167(1), pages 1-15.
    46. Sami Mestiri & Abdeljelil Farhat, 2021. "Using Non-parametric Count Model for Credit Scoring," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(1), pages 39-49, March.
    47. Chen, Xiaohong, 2007. "Large Sample Sieve Estimation of Semi-Nonparametric Models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 76, Elsevier.
    48. Elliott Fan & Hsienming Lien & Ching-to Albert Ma, 2017. "Uterus at a Price: Disability Insurance and Hysterectomy," Boston University - Department of Economics - Working Papers Series WP2018-001, Boston University - Department of Economics.
    49. Heckman, James J., 2010. "The Assumptions Underlying Evaluation Estimators," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 30(2), December.
    50. Ying-Ying Lee, 2018. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Papers 1811.00157, arXiv.org.
    51. Janys, Lena, 2017. "A General Semiparametric Approach to Inference with Marker-Dependent Hazard Rate Models," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168077, Verein für Socialpolitik / German Economic Association.
    52. Hiroyuki Nakata & Yasuyuki Sawada, 2007. "Demand for non-life insurance: A cross-country analysis," CIRJE F-Series CIRJE-F-461, CIRJE, Faculty of Economics, University of Tokyo.
    53. Ardakani, Omid M. & Kishor, N. Kundan & Song, Suyong, 2018. "Re-evaluating the effectiveness of inflation targeting," Journal of Economic Dynamics and Control, Elsevier, vol. 90(C), pages 76-97.
    54. Cattaneo, Matias D. & Farrell, Max H., 2013. "Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators," Journal of Econometrics, Elsevier, vol. 174(2), pages 127-143.
    55. Lee, Wang-Sheng, 2014. "Big and Tall: Is there a Height Premium or Obesity Penalty in the Labor Market?," IZA Discussion Papers 8606, Institute of Labor Economics (IZA).
    56. Cohen, Jeffrey P. & Osleeb, Jeffrey P. & Yang, Ke, 2014. "Semi-parametric regression models and economies of scale in the presence of an endogenous variable," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 252-261.

  24. Carlos Henrique Corseuil & Hidehiko Ichimura, 2006. "New Evidences on What Job Creation and Job Destruction Represent," Discussion papers 06023, Research Institute of Economy, Trade and Industry (RIETI).

    Cited by:

    1. Leonardo Fabio Morales & Didier Hermida & Eleonora Dávalos, 2019. "Interactions between Formal and Informal Labor Dynamics: Revealing Job Flows from Household Surveys," Borradores de Economia 1090, Banco de la Republica de Colombia.
    2. LIU Yang, 2017. "Effects of Wages and Job Productivity on Job Creation and Destruction: Evidence from Japanese division-level employment data," Discussion papers 17060, Research Institute of Economy, Trade and Industry (RIETI).

  25. Blundell, Richard & Meghir, Costas & Gosling, Amanda & Ichimura, Hidehiko, 2004. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," CEPR Discussion Papers 4705, C.E.P.R. Discussion Papers.

    Cited by:

    1. Patrick Kline & Andres Santos, 2013. "Sensitivity to missing data assumptions: Theory and an evaluation of the U.S. wage structure," Quantitative Economics, Econometric Society, vol. 4(2), pages 231-267, July.
    2. Ismael Mourifie & Marc Henry & Romuald Meango, 2017. "Sharp bounds and testability of a Roy model of STEM major choices," Papers 1709.09284, arXiv.org, revised Nov 2019.
    3. Sokbae Lee & Oliver Linton & Yoon-Jae Whang, 2009. "Testing for Stochastic Monotonicity," Econometrica, Econometric Society, vol. 77(2), pages 585-602, March.
    4. Konstantinos Angelopoulos & Spyridon Lazarakis & Jim Malley, 2019. "The Distributional Effects of Peer and Aspirational Pressure," CESifo Working Paper Series 7838, CESifo.
    5. Iván Fernández‐Val & Aico van Vuuren & Francis Vella & Franco Peracchi, 2024. "Hours worked and the US distribution of real annual earnings 1976–2019," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(4), pages 659-678, June.
    6. Wooyoung Kim & Koohyun Kwon & Soonwoo Kwon & Sokbae Lee, 2018. "The identification power of smoothness assumptions in models with counterfactual outcomes," Quantitative Economics, Econometric Society, vol. 9(2), pages 617-642, July.
    7. Fernandez-Val , Ivan & van Vuuren, Aico & Vella, Francis, 2018. "Nonseparable Sample Selection Models with Censored Selection Rules," Working Papers in Economics 716, University of Gothenburg, Department of Economics.
    8. Elie Tamer & Federico Ciliberto, 2004. "Market Structure and Multiple Equilibria in Airline Markets," 2004 Meeting Papers 52, Society for Economic Dynamics.
    9. Bontemps, Christian & Magnac, Thierry & Maurin, Eric, 2007. "Set Identified Linear Models," IDEI Working Papers 494, Institut d'Économie Industrielle (IDEI), Toulouse.
    10. Mussida, C. & Picchio, M., 2011. "The Trend over Time of the GenderWage Gap in Italy," Other publications TiSEM d5bea690-f5c4-41e0-b79c-e, Tilburg University, School of Economics and Management.
    11. Matthew A. Masten & Alexandre Poirier, 2022. "Choosing Exogeneity Assumptions in Potential Outcome Models," Papers 2205.02288, arXiv.org.
    12. Donald W.K. Andrews & Xiaoxia Shi, 2010. "Inference Based on Conditional Moment Inequalities," Cowles Foundation Discussion Papers 1761R2, Cowles Foundation for Research in Economics, Yale University, revised May 2012.
    13. Richard Blundell & David A. Green & Wenchao (Michelle) Jin, 2016. "The UK wage premium puzzle: how did a large increase in university graduates leave the education premium unchanged?," IFS Working Papers W16/01, Institute for Fiscal Studies.
    14. Francine D. Blau & Lawrence M. Kahn & Nikolai Boboshko & Matthew Comey, 2021. "The Impact of Selection into the Labor Force on the Gender Wage Gap," Discussion Papers of DIW Berlin 1946, DIW Berlin, German Institute for Economic Research.
    15. Victor Chernozhukov & Sokbae Lee & Adam M. Rosen, 2013. "Intersection Bounds: Estimation and Inference," Econometrica, Econometric Society, vol. 81(2), pages 667-737, March.
    16. John Engberg & Dennis Epple & Jason Imbrogno & Holger Sieg & Ron Zimmer, 2014. "Evaluating Education Programs That Have Lotteried Admission and Selective Attrition," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 27-63.
    17. Victor Chernozhukov & Ivan Fernandez-Val & Siyi Luo, 2018. "Distribution regression with sample selection, with an application to wage decompositions in the UK," CeMMAP working papers CWP68/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    18. Manuel Arellano & Stéphane Bonhomme, 2017. "Quantile Selection Models With an Application to Understanding Changes in Wage Inequality," Econometrica, Econometric Society, vol. 85, pages 1-28, January.
    19. Machado, Cecilia, 2012. "Selection, Heterogeneity and the Gender Wage Gap," IZA Discussion Papers 7005, Institute of Labor Economics (IZA).
    20. Huber, Martin & Mellace, Giovanni, 2011. "Sharp bounds on causal effects under sample selection," Economics Working Paper Series 1134, University of St. Gallen, School of Economics and Political Science.
    21. Okumura, Tsunao, 2011. "Nonparametric Estimation of Labor Supply and Demand Factors," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 174-185.
    22. Ivan A. Canay & Azeem M. Shaikh, 2016. "Practical and theoretical advances in inference for partially identified models," CeMMAP working papers CWP05/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    23. Callaway, Brantly, 2021. "Bounds on distributional treatment effect parameters using panel data with an application on job displacement," Journal of Econometrics, Elsevier, vol. 222(2), pages 861-881.
    24. Chen, Natalie & Perroni, Carlo & Conconi, Paola, 2007. "Women's Earning Power and the 'Double Burden' of Market and Household Work," CEPR Discussion Papers 6269, C.E.P.R. Discussion Papers.
    25. Kate Ho & Adam Rosen, 2015. "Partial identification in applied research: benefits and challenges," CeMMAP working papers 64/15, Institute for Fiscal Studies.
    26. Vishal Kamat, 2017. "Identifying the Effects of a Program Offer with an Application to Head Start," Papers 1711.02048, arXiv.org, revised Aug 2023.
    27. Lixiong Li & D'esir'e K'edagni & Ismael Mourifi'e, 2020. "Discordant Relaxations of Misspecified Models," Papers 2012.11679, arXiv.org, revised Apr 2024.
    28. KAWAGUCHI Daiji & NAITO Hisahiro, 2006. "The Bound Estimate of the Gender Wage Convergence under Employment Compositional Change," ESRI Discussion paper series 161, Economic and Social Research Institute (ESRI).
    29. German Blanco & Carlos A. Flores & Alfonso Flores-Lagunes, 2013. "Bounds on Average and Quantile Treatment Effects of Job Corps Training on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 659-701.
    30. Francine D. Blau & Lawrence Kahn, 2016. "The Gender Wage Gap: Extent, Trends, and Explanations," CESifo Working Paper Series 5722, CESifo.
    31. Arun Chandrasekhar & Victor Chernozhukov & Francesca Molinari & Paul Schrimpf, 2012. "Inference for best linear approximations to set identified functions," CeMMAP working papers CWP43/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    32. Henry, Marc & Méango, Romuald & Mourifié, Ismaël, 2024. "Role models and revealed gender-specific costs of STEM in an extended Roy model of major choice," Journal of Econometrics, Elsevier, vol. 238(2).
    33. Guido Imbens & Charles F. Manski, 2003. "Confidence intervals for partially identified parameters," CeMMAP working papers CWP09/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    34. Meghir, Costas & Rivkin, Steven, 2011. "Econometric Methods for Research in Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 1, pages 1-87, Elsevier.
    35. Dustmann, Christian & Ludsteck, Johannes & Schönberg, Uta, 2007. "Revisiting the German Wage Structure," IZA Discussion Papers 2685, Institute of Labor Economics (IZA).
    36. Valentina Corradi & Daniel Gutknecht, 2019. "Testing for Quantile Sample Selection," Papers 1907.07412, arXiv.org, revised Jan 2021.
    37. Pedro Carneiro & Sokbae Lee, 2011. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," American Economic Review, American Economic Association, vol. 101(6), pages 2309-2349, October.
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    Cited by:

    1. Juan-Carlos Cordoba, 2004. "Debt-Constraints or Incomplete Markets? A Decomposition of the Wealth and Consumption Inequality in the U.S," Macroeconomics 0404004, University Library of Munich, Germany.
    2. Charles Grant & Christos Koulovatianos & Alexander Michaelides & Mario Padula, 2008. "Evidence on the Insurance Effect of Redistributive Taxation," Discussion Papers 0809, University of Exeter, Department of Economics.
    3. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    4. Wojciech Kopczuk & Emmanuel Saez & Jae Song, 2007. "Uncovering the American Dream: Inequality and Mobility in Social Security Earnings Data since 1937," NBER Working Papers 13345, National Bureau of Economic Research, Inc.
    5. Fatih Guvenen & Burhanettin Kuruscu, 2009. "A quantitative analysis of the evolution of the U.S. wage distribution, 1970-2000," Staff Report 427, Federal Reserve Bank of Minneapolis.
    6. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2009. "Consumption and labor supply with partial insurance: an analytical framework," Staff Report 432, Federal Reserve Bank of Minneapolis.
    7. Narayana Kocherlakota & Luigi Pistaferri, 2009. "Asset Pricing Implications of Pareto Optimality with Private Information," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 555-590, June.
    8. Dirk Krueger & Fabrizio Perri, 2005. "Does income inequality lead to consumption equality? evidence and theory," Staff Report 363, Federal Reserve Bank of Minneapolis.
    9. Fang Yang, 2006. "Consumption along the life cycle: how different is housing?," Working Papers 635, Federal Reserve Bank of Minneapolis.
    10. Jeremy Lise & Shannon Seitz, 2011. "Consumption Inequality and Intra-household Allocations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(1), pages 328-355.
    11. Violante, Giovanni & Heathcote, Jonathan & Perri, Fabrizio, 2009. "Unequal We Stand: An Empirical Analysis of Economic Inequality in the United States, 1967-2006," CEPR Discussion Papers 7538, C.E.P.R. Discussion Papers.
    12. Ragot, Xavier, 2014. "The case for a financial approach to money demand," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 94-107.
    13. Marco Cagetti & Mariacristina De Nardi, 2009. "Estate Taxation, Entrepreneurship, and Wealth," American Economic Review, American Economic Association, vol. 99(1), pages 85-111, March.
    14. Pudney, Stephen, 2008. "Heaping and leaping: survey response behaviour and the dynamics of self-reported consumption expenditure," ISER Working Paper Series 2008-09, Institute for Social and Economic Research.
    15. Fatih Elcin, 2024. "Global Consumption Disparities: Unveiling a Persistent Divide," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 10(1), pages 1-16, June.
    16. Costas Meghir & Luigi Pistaferri, 2010. "Earnings, consumption and lifecycle choices," IFS Working Papers W10/05, Institute for Fiscal Studies.
    17. Telyukova, Irina A., 2007. "Household Need for Liquidity and the Credit Card Debt Puzzle," MPRA Paper 6674, University Library of Munich, Germany.
    18. Betsey Stevenson & Justin Wolfers, 2008. "Happiness Inequality in the United States," The Journal of Legal Studies, University of Chicago Press, vol. 37(S2), pages 33-79, June.
    19. Olga Gorbachev, 2007. "Did Household Consumption Become More Volatile?," Edinburgh School of Economics Discussion Paper Series 161, Edinburgh School of Economics, University of Edinburgh.
    20. Fatih Guvenen & Burhanettin Kuruscu, 2006. "Understanding Wage Inequality: Ben-Porath Meets Skill-Biased Technical Change," 2006 Meeting Papers 881, Society for Economic Dynamics.
    21. Brancatelli, Calogero & Inderst, Roman, 2021. "Income and Consumption over the Business Cycle: Evidence from Matched Administrative Data," EconStor Preprints 253665, ZBW - Leibniz Information Centre for Economics.
    22. Gordon, Robert J. & Dew-Becker, Ian, 2008. "Controversies about the Rise in American Inequality: A Survey," CEPR Discussion Papers 6817, C.E.P.R. Discussion Papers.
    23. Zhao, Da & Wu, Tianhao & He, Qiwei, 2017. "Consumption inequality and its evolution in urban China," China Economic Review, Elsevier, vol. 46(C), pages 208-228.
    24. Theloudis, Alexandros, 2011. "From income and consumption inequality to economic welfare inequality: the role of labor supply," MPRA Paper 37517, University Library of Munich, Germany.
    25. Amir Yaron, 2007. "The Research Agenda: Amir Yaron on Lifetime Inequality and Long Run Risks and Asset Pricing," EconomicDynamics Newsletter, Review of Economic Dynamics, vol. 9(1), November.
    26. Basu, Parantap & Semenov, Andrei & Wada, Kenji, 2009. "Uninsurable Risk and Financial Market Puzzles," MPRA Paper 23351, University Library of Munich, Germany.
    27. Bruce Sacerdote, 2017. "Fifty Years Of Growth In American Consumption, Income, And Wages," NBER Working Papers 23292, National Bureau of Economic Research, Inc.
    28. Matteo Iacoviello, 2005. "Private Debt and Idiosyncratic Volatility: A Business Cycle Analysis," 2005 Meeting Papers 186, Society for Economic Dynamics.
    29. Primiceri, Giorgio E. & van Rens, Thijs, 2009. "Heterogeneous life-cycle profiles, income risk and consumption inequality," Journal of Monetary Economics, Elsevier, vol. 56(1), pages 20-39, January.
    30. Xing Guo & Pablo Ottonello & Diego Perez, 2022. "Monetary Policy and Redistribution in Open Economies," Staff Working Papers 22-6, Bank of Canada.
    31. Fang Yang, 2009. "Consumption over the Life Cycle: How Different is Housing?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(3), pages 423-443, July.
    32. Carroll, Christopher D. & Parker, Jonathan A. & Souleles, Nicholas S., 2014. "The benefits of panel data in consumer expenditure surveys," CFS Working Paper Series 465, Center for Financial Studies (CFS).
    33. Mian, A. & Sufi, A., 2016. "Who Bears the Cost of Recessions? The Role of House Prices and Household Debt," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 255-296, Elsevier.
    34. Vincenzo Atella & Agar Brugiavini & Noemi Pace, 2013. "The health care system reform in China: effects on out-of-pocket expenses and saving," CEIS Research Paper 296, Tor Vergata University, CEIS, revised 22 Oct 2013.
    35. Fatih Guvenen & Burhanettin Kuruscu, 2006. "Ben-Porath meets skill-biased technical change: a theoretical analysis of rising inequality," Discussion Paper / Institute for Empirical Macroeconomics 144, Federal Reserve Bank of Minneapolis.
    36. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2008. "The Macroeconomic Implications of Rising Wage Inequality in the United States," NBER Working Papers 14052, National Bureau of Economic Research, Inc.
    37. Leslie McGranahan & Anna L. Paulson, 2005. "The incidence of inflation: inflation experiences by demographic group: 1981-2004," Working Paper Series WP-05-20, Federal Reserve Bank of Chicago.
    38. Thomas F. Crossley & Joachim K. Winter, 2014. "Asking Households about Expenditures: What Have We Learned?," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 23-50, National Bureau of Economic Research, Inc.
    39. Campos, Rodolfo G. & García-Píriz, Dionisio, 2012. "Micro vs. macro consumption data : the cyclical properties of the consumer expenditure survey," UC3M Working papers. Economics we1220, Universidad Carlos III de Madrid. Departamento de Economía.
    40. Orazio Attanasio & Luigi Pistaferri, 2014. "Consumption Inequality over the Last Half Century: Some Evidence Using the New PSID Consumption Measure," American Economic Review, American Economic Association, vol. 104(5), pages 122-126, May.
    41. Cordoba, Juan-Carlos, 2008. "U.S. inequality: Debt constraints or incomplete asset markets?," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 350-364, March.
    42. Olivier Coibion & Yuriy Gorodnichenko & Lorenz Kueng & John Silvia, 2020. "Innocent Bystanders? Monetary Policy and Inequality in the U.S," Swiss Finance Institute Research Paper Series 20-36, Swiss Finance Institute.
    43. Mark A. Aguiar & Mark Bils, 2011. "Has Consumption Inequality Mirrored Income Inequality?," NBER Working Papers 16807, National Bureau of Economic Research, Inc.
    44. Coibion, Olivier & Gorodnichenko, Yuriy & Kueng, Lorenz & Silvia, John, 2017. "Innocent Bystanders? Monetary policy and inequality," Journal of Monetary Economics, Elsevier, vol. 88(C), pages 70-89.
    45. Daniel Suryadarma & Rima Prama Artha & Asep Suryahadi & Sudarno Sumarto, . "A Reassessment of Inequality and Its Role in Poverty Reduction in Indonesia," Journal Article, Publications Department.
    46. Raul Santaeulalia-Llopis & Leandro De Magalhaes, 2014. "Consumption and Income Inequality in Sub-Saharan Africa: A Lifetime with No Humps and Low Partial Insurance," 2014 Meeting Papers 1287, Society for Economic Dynamics.
    47. Heathcote, Jonathan & Storesletten, Kjetil & Violante, Giovanni L., 2008. "Insurance and opportunities: A welfare analysis of labor market risk," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 501-525, April.
    48. Kerwin Kofi Charles & Melvin Stephens, Jr., 2006. "The Level and Composition of Consumption Over the Business Cycle: The Role of "Quasi-Fixed" Expenditures," NBER Working Papers 12388, National Bureau of Economic Research, Inc.
    49. Giulia Cifaldi & Andrea Neri, 2013. "Asking income and consumption questions in the same survey: what are the risks?," Temi di discussione (Economic working papers) 908, Bank of Italy, Economic Research and International Relations Area.
    50. Bruce D. Meyer & James X. Sullivan, 2006. "Consumption, Income, and Material Well-Being After Welfare Reform," NBER Working Papers 11976, National Bureau of Economic Research, Inc.
    51. Till van Treeck, 2012. "Did inequality cause the U.S. financial crisis?," IMK Working Paper 91-2012, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    52. Fatih Guvenen & Burhanettin Kuruscu, 2007. "Understanding the Evolution of the U.S. Wage Distribution: A Theoretical Analysis," NBER Working Papers 13096, National Bureau of Economic Research, Inc.
    53. Orazio Attanasio & Erich Battistin & Hidehiko Ichimura, 2007. "What Really Happened to Consumption Inequality in the United States?," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 515-543, National Bureau of Economic Research, Inc.
    54. Grant, Charles & Koulovatianos, Christos & Michaelides, Alexander & Padula, Mario, 2008. "Evidence on the insurance effect of marginal income taxes," CFS Working Paper Series 2008/06, Center for Financial Studies (CFS).
    55. Yuriy Gorodnichenko & Klara Sabirianova Peter & Dmitriy Stolyarov, 2010. "Inequality and Volatility Moderation in Russia: Evidence from Micro-Level Panel Data on Consumption and Income," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 209-237, January.
    56. Kevin A. Bryan & Leonardo Martinez, 2008. "On the evolution of income inequality in the United States," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 94(Spr), pages 97-120.
    57. Narayana Kocherlakota & Luigi Pistaferri, 2008. "Household Heterogeneity and Asset Trade: Resolving the Equity Premium Puzzle in Three Countries," Levine's Bibliography 122247000000001886, UCLA Department of Economics.
    58. Gervais, Martin & Klein, Paul, 2010. "Measuring consumption smoothing in CEX data," Journal of Monetary Economics, Elsevier, vol. 57(8), pages 988-999, November.
    59. Tarozzi, Alessandro, 2007. "Calculating Comparable Statistics From Incomparable Surveys, With an Application to Poverty in India," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 314-336, July.
    60. Daunfeldt, Sven-Olov & Fölster, Stefan & Hortlund, Per, 2010. "Consumption and income inequality in Sweden: a different story," HUI Working Papers 39, HUI Research.
    61. José Cuesta & Suzanne Duryea & Fidel Jaramillo & Marcos Robles, 2010. "Distributive impacts of the food price crisis in the Andean region," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(7), pages 846-865.
    62. Richard Blundell & Luigi Pistaferri & Ian Preston, 2004. "Imputing consumption in the PSID using food demand estimates from the CEX," IFS Working Papers W04/27, Institute for Fiscal Studies.
    63. Stephan Schulmeister, 2004. "Aktienkursdynamik und privater Konsum in den USA und in Deutschland," WIFO Studies, WIFO, number 25188, March.
    64. Naeem Ahmed & Matthew Brzozowski & Thomas Crossley, 2006. "Measurement errors in recall food consumption data," IFS Working Papers W06/21, Institute for Fiscal Studies.

  27. Hidehiko Ichimura & Christopher Taber, 2002. "Semiparametric reduced form estimation of tuition subsidies," CeMMAP working papers 01/02, Institute for Fiscal Studies.

    Cited by:

    1. Petra Todd & Kenneth I. Wolpin, 2002. "Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility: Assessing the Impact of a School Subsidy Program in Mexico," PIER Working Paper Archive 03-022, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Sep 2003.
    2. George Planiteros, 2022. "Reverse matching for ex-ante policy evaluation," DEOS Working Papers 2206, Athens University of Economics and Business.
    3. Stephane Bonhomme & Angela Denis, 2023. "Estimating Individual Responses when Tomorrow Matters," Papers 2310.09105, arXiv.org, revised May 2024.
    4. Riphahn, Regina T., 2004. "The Enrollment Effect of Secondary School Fees in Post-War Germany," IZA Discussion Papers 1295, Institute of Labor Economics (IZA).
    5. Laroque, Guy & Salanié, Bernard, 2008. "Does Fertility Respond to Financial Incentives?," IZA Discussion Papers 3575, Institute of Labor Economics (IZA).
    6. Sebastian Galiani & Juan Pantano, 2021. "Structural Models: Inception and Frontier," NBER Working Papers 28698, National Bureau of Economic Research, Inc.
    7. Mario Fiorini, 2008. "Fostering Educational Enrolment Through Subsidies: The Issue of Timing," Working Paper Series 157, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
    8. Avner Ahituv & Robert Lerman, 2011. "Job turnover, wage rates, and marital stability: How are they related?," Review of Economics of the Household, Springer, vol. 9(2), pages 221-249, June.
    9. Pablo Vidueira & José M. Díaz-Puente & María Rivera, 2014. "Socioeconomic Impact Assessment in Ex Ante Evaluations," Evaluation Review, , vol. 38(4), pages 309-335, August.
    10. Myrto Kalouptsidi & Paul T. Scott & Eduardo Souza‐Rodrigues, 2021. "Identification of counterfactuals in dynamic discrete choice models," Quantitative Economics, Econometric Society, vol. 12(2), pages 351-403, May.
    11. Gabriel Ulyssea, 2018. "Firms, Informality, and Development: Theory and Evidence from Brazil," American Economic Review, American Economic Association, vol. 108(8), pages 2015-2047, August.
    12. Petra E. Todd & Kenneth I. Wolpin, 2008. "Ex Ante Evaluation of Social Programs," Annals of Economics and Statistics, GENES, issue 91-92, pages 263-291.
    13. Otto Toivanen & Lotta Väänänen, 2016. "Education and Invention," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 382-396, May.
    14. Chen, Zhenhua & Rose, Adam Z. & Prager, Fynnwin & Chatterjee, Samrat, 2017. "Economic consequences of aviation system disruptions: A reduced-form computable general equilibrium analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 207-226.
    15. Rothe, Christoph, 2010. "Nonparametric estimation of distributional policy effects," Journal of Econometrics, Elsevier, vol. 155(1), pages 56-70, March.
    16. Yu-Chang Chen & Haitian Xie, 2022. "Personalized Subsidy Rules," Papers 2202.13545, arXiv.org, revised Mar 2022.

  28. Hidehiko Ichimura & Oliver Linton, 2001. "Asymptotic expansions for some semiparametric program evaluation estimators," CeMMAP working papers 04/01, Institute for Fiscal Studies.

    Cited by:

    1. Toru Kitagawa & Chris Muris, 2015. "Model averaging in semiparametric estimation of treatment effects," CeMMAP working papers CWP46/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Annette Bergemann & Bernd Fitzenberger & Stefan Speckesser, 2009. "Evaluating the dynamic employment effects of training programs in East Germany using conditional difference-in-differences," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 797-823.
    3. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    4. Chaohua Dong & Jiti Gao & Oliver Linton, 2018. "High dimensional semiparametric moment restriction models," CeMMAP working papers CWP69/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Jose C. Galdo & Jeffrey Smith & Dan Black, 2008. "Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data," Annals of Economics and Statistics, GENES, issue 91-92, pages 189-216.
    6. Fitzenberger, Bernd & Speckesser, Stefan, 2005. "Employment effects of the provision of specific professional skills and techniques in Germany," IAB-Discussion Paper 200521, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    7. Biewen, Martin & Fitzenberger, Bernd & Osikominu, Aderonke & Waller, Marie, 2007. "Which Program for Whom? Evidence on the Comparative Effectiveness of Public Sponsored Training Programs in Germany," ZEW Discussion Papers 07-042, ZEW - Leibniz Centre for European Economic Research.
    8. Fitzenberger, Bernd & Osikominu, Aderonke & Völter, Robert, 2006. "Get training or wait? : long-run employment effects of training programs for the unemployed in West Germany," IAB-Discussion Paper 200617, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    9. Toru Kitagawa & Chris Muris, 2013. "Covariate selection and model averaging in semiparametric estimation of treatment effects," CeMMAP working papers CWP61/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    10. Millimet, Daniel L. & Tchernis, Rusty, 2009. "On the Specification of Propensity Scores, With Applications to the Analysis of Trade Policies," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(3), pages 397-415.
    11. Michael Lechner, 2004. "Sequential Matching Estimation of Dynamic Causal Models," University of St. Gallen Department of Economics working paper series 2004 2004-06, Department of Economics, University of St. Gallen.

  29. Hidehiko Ichimura & Chris Taber, 2000. "Direct Estimation of Policy Effects," Econometric Society World Congress 2000 Contributed Papers 1905, Econometric Society.

    Cited by:

    1. Eric Edmonds & Nina Pavcnik, 2002. "Does Globalization Increase Child Labor? Evidence from Vietnam," NBER Working Papers 8760, National Bureau of Economic Research, Inc.
    2. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Pedro Carneiro, 2003. "Evaluating Education Policies when the Rate of Return Varies Across Individuals," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 40(121), pages 516-529.

  30. Hidehiko Ichimura & Christopher Taber, 2000. "Direct estimation of policy impacts," IFS Working Papers W00/05, Institute for Fiscal Studies.

    Cited by:

    1. Pedro Carneiro & Michael Lokshin & Nithin Umapathi, 2017. "Average and Marginal Returns to Upper Secondary Schooling in Indonesia," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 16-36, January.
    2. Birol, Ekin & Asare-Marfo, Dorene & Ayele, Gezahegn & Mensa-Bonsu, Akwasi & Ndirangu, Lydia & Okpukpara, Benjamin & Roy, Devesh & Yakhshilikov, Yorbol, 2010. "Investigating the role of poultry in livelihoods and the impact of avian flu on livelihoods outcomes in Africa: Evidence from Ethiopia, Ghana, Kenya, and Nigeria," IFPRI discussion papers 1011, International Food Policy Research Institute (IFPRI).
    3. Birol, Ekin & Asare-Marfo, Dorene & Ayele, Gezahegn & Mensah-Bonsu, Akwasi & Ndirangu, Lydia & Okpukpara, Benjamin & Roy, Devesh & Yakhshilikov, Yorbol, 2013. "The impact of avian flu on livelihood outcomes in Africa: evidence from Ethiopia, Ghana, Kenya and Nigeria," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 8(4), pages 1-14, October.
    4. Frank Schorfheide & Kenneth I. Wolpin, 2013. "To Hold Out or Not to Hold Out," NBER Working Papers 19565, National Bureau of Economic Research, Inc.
    5. Christopher Ferrall, 2002. "Estimation and Inference in Social Experiments," General Economics and Teaching 0209001, University Library of Munich, Germany.
    6. Clavet, Nicholas-James & Duclos, Jean-Yves & Lacroix, Guy, 2013. "Fighting Poverty: Assessing the Effect of Guaranteed Minimum Income Proposals in Québec," IZA Discussion Papers 7283, Institute of Labor Economics (IZA).
    7. Thomas, R, 2011. "Using a Semiparametric Estimator to Forecast Education Outcomes in Nicaragua's Red de Proteccion Social," Health, Econometrics and Data Group (HEDG) Working Papers 11/02, HEDG, c/o Department of Economics, University of York.
    8. Sasaki, Yuya & Ura, Takuya, 2023. "Estimation and inference for policy relevant treatment effects," Journal of Econometrics, Elsevier, vol. 234(2), pages 394-450.
    9. Thomas R., 2010. "Conditional Cash Transfers to Improve Education and Health: An Ex ante Evaluation of Red de Proteccion Social, Nicaragua," Health, Econometrics and Data Group (HEDG) Working Papers 10/04, HEDG, c/o Department of Economics, University of York.
    10. Birol, Ekin & Ndirangu, Lydia & Roy, Devesh & Yakhshilikov, Yorbol, 2011. "Assessing the livelihood impacts of a livestock disease outbreak: An alternative approach," IFPRI discussion papers 1081, International Food Policy Research Institute (IFPRI).
    11. Zantomio, Francesca, 2008. "The route to take-up: raising incentives or lowering barriers?," ISER Working Paper Series 2008-35, Institute for Social and Economic Research.
    12. Yuya Sasaki & Takuya Ura, 2018. "Estimation and Inference for Policy Relevant Treatment Effects," Papers 1805.11503, arXiv.org, revised Jul 2020.
    13. Pablo Vidueira & José M. Díaz-Puente & María Rivera, 2014. "Socioeconomic Impact Assessment in Ex Ante Evaluations," Evaluation Review, , vol. 38(4), pages 309-335, August.
    14. Francesca Zantomio & Stephen Pudney & Ruth Hancock, 2010. "Estimating the Impact of a Policy Reform on Benefit Take‐up: The 2001 extension to the Minimum Income Guarantee for UK Pensioners," Economica, London School of Economics and Political Science, vol. 77(306), pages 234-254, April.
    15. Abbring, Jaap H., 2003. "Dynamic Econometric Program Evaluation," IZA Discussion Papers 804, Institute of Labor Economics (IZA).
    16. Hidehiko Ichimura & Christopher Taber, 2002. "Semiparametric Reduced-Form Estimation of Tuition Subsidies," American Economic Review, American Economic Association, vol. 92(2), pages 286-292, May.
    17. Myrto Kalouptsidi & Paul T. Scott & Eduardo Souza‐Rodrigues, 2021. "Identification of counterfactuals in dynamic discrete choice models," Quantitative Economics, Econometric Society, vol. 12(2), pages 351-403, May.
    18. Zheyuan Zhang & Hui Xu & Ruilin Liu & Zhong Zhao, 2024. "Free Education and the Intergenerational Transmission of Cognitive Skills in Rural China," Working Papers 2024-017, Human Capital and Economic Opportunity Working Group.
    19. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
    20. Petra E. Todd & Kenneth I. Wolpin, 2008. "Ex Ante Evaluation of Social Programs," Annals of Economics and Statistics, GENES, issue 91-92, pages 263-291.
    21. Feng, Junlong, 2024. "Matching points: Supplementing instruments with covariates in triangular models," Journal of Econometrics, Elsevier, vol. 238(1).
    22. Otto Toivanen & Lotta Väänänen, 2016. "Education and Invention," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 382-396, May.
    23. Edward Vytlacil & James J. Heckman, 2001. "Policy-Relevant Treatment Effects," American Economic Review, American Economic Association, vol. 91(2), pages 107-111, May.
    24. Thomas M. Russell, 2020. "Policy Transforms and Learning Optimal Policies," Papers 2012.11046, arXiv.org.

  31. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.

    Cited by:

    1. James J. Heckman & Petra E. Todd, 2009. "A note on adapting propensity score matching and selection models to choice based samples," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 230-234, January.
    2. Maes, Elisabeth & Dewaelheyns, Nico & Fuss, Catherine & Van Hulle, Cynthia, 2019. "The impact of exporting on financial debt choices of SMEs," Journal of Business Research, Elsevier, vol. 102(C), pages 56-73.
    3. Astrid Grasdal, 2001. "The performance of sample selection estimators to control for attrition bias," Health Economics, John Wiley & Sons, Ltd., vol. 10(5), pages 385-398, July.
    4. Eliasson, Kent & Hansson, Pär & Lindvert, Markus, 2020. "Foreign acquisitions – A shortcut to higher productivity and expansion in smaller firms?," Working Papers 2020:4, Örebro University, School of Business.
    5. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    6. Hsien-Yi Chen & Sheng-Syan Chen, 2023. "Can credit default swaps exert an enduring monitoring influence on political integrity?," Review of Quantitative Finance and Accounting, Springer, vol. 60(2), pages 445-469, February.
    7. Nkonya, Ephraim & Phillip, Dayo & Mogues, Tewodaj & Pender, John & Kato, Edward, 2012. "Impacts of Community-driven Development Programs on Income and Asset Acquisition in Africa: The Case of Nigeria," World Development, Elsevier, vol. 40(9), pages 1824-1838.
    8. Morgane Innocent & Agnès François-Lecompte & Nolwenn Roudaut, 2020. "Comparison of human versus technological support to reduce domestic electricity consumption in France," Post-Print hal-02450849, HAL.
    9. Busso, Matias & Kline, Patrick, 2008. "Do Local Economic Development Programs Work? Evidence from the Federal Empowerment Zone Program," Working Papers 36, Yale University, Department of Economics.
    10. Oliver Linton & Pedro Gozalo, 2014. "Testing Conditional Independence Restrictions," Econometric Reviews, Taylor & Francis Journals, vol. 33(5-6), pages 523-552, August.
    11. Ronny Freier & Viktor Steiner, 2007. ""Marginal Employment": Stepping Stone or Dead End? Evaluating the German Experience," Discussion Papers of DIW Berlin 744, DIW Berlin, German Institute for Economic Research.
    12. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    13. Chabé-Ferret, Sylvain, 2015. "Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes," Journal of Econometrics, Elsevier, vol. 185(1), pages 110-123.
    14. Cerqua, Augusto & Urwin, Peter & Thomson, Dave & Bibby, David, 2020. "Evaluation of education and training impacts for the unemployed: Challenges of new data," Labour Economics, Elsevier, vol. 67(C).
    15. Tang, Shengfang & Huang, Zhilin, 2022. "Empirical likelihood confidence interval for difference-in-differences estimator with panel data," Economics Letters, Elsevier, vol. 216(C).
    16. Anika Kreutzberg & Rowena Jacobs, 2020. "Improving access to services for psychotic patients: does implementing a waiting time target make a difference," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(5), pages 703-716, July.
    17. James J. Heckman, 2020. "Randomization and Social Policy Evaluation Revisited," Working Papers 2020-001, Human Capital and Economic Opportunity Working Group.
    18. Justin L. Tobias, 2003. "Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability–earnings Relationships," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(1), pages 1-29, February.
    19. Philipp Ehrl, 2018. "Task trade and employment patterns: The offshoring and onshoring of Brazilian firms," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 27(3), pages 235-266, April.
    20. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.
    21. Markus Frölich, 2008. "Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," International Statistical Review, International Statistical Institute, vol. 76(2), pages 214-227, August.
    22. Takaoka, Sumiko, 2018. "Is there a safety premium in the design of corporate bond contracts?," MPRA Paper 86422, University Library of Munich, Germany.
    23. Brunie, Aurélie & Fumagalli, Laura & Martin, Thomas & Field, Samuel & Rutherford, Diana, 2014. "Can village savings and loan groups be a potential tool in the malnutrition fight? Mixed method findings from Mozambique," Children and Youth Services Review, Elsevier, vol. 47(P2), pages 113-120.
    24. Barragan, Luis, 2006. "¿Cuánto es el premio al salario por pertenecer a un sindicato en el Ecuador?: Un análisis usando Propensity Score Matching [How much it is the prize to the wage to belong to a union in Ecuador?: An," MPRA Paper 3947, University Library of Munich, Germany.
    25. Vincenzo Carrieri & Edoardo Di Porto & Leandro Elia, 2011. "Risky jobs and wage differentialsAn indirect test for segregation," Working Papers in Public Economics 144, Department of Economics and Law, Sapienza University of Roma.
    26. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    27. Hartley, Robert Paul & Lamarche, Carlos, 2017. "Behavioral Responses and Welfare Reform: Evidence from a Randomized Experiment," IZA Discussion Papers 10905, Institute of Labor Economics (IZA).
    28. Schilling, Brian J. & Attavanich, Witsanu & Sullivan, Kevin P. & Marxen, Lucas J., 2014. "Measuring the effect of farmland preservation on farm profitability," MPRA Paper 100122, University Library of Munich, Germany, revised Jun 2014.
    29. Rajeev Dehejia, 2013. "The Porous Dialectic: Experimental and Non-Experimental Methods in Development Economics," WIDER Working Paper Series wp-2013-011, World Institute for Development Economic Research (UNU-WIDER).
    30. Dambala Gelo & Steven F. Koch & Edwin Muchapondwah, 2013. "Do the Poor Benefit from Devolution Policies? Evidences from Quantile Treatment Effect Evaluation of Joint Forest Management," Working Papers 201388, University of Pretoria, Department of Economics.
    31. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics.
    32. Centeno, Luis & Centeno, Mário & Novo, Álvaro A., 2009. "Evaluating job-search programs for old and young individuals: Heterogeneous impact on unemployment duration," Labour Economics, Elsevier, vol. 16(1), pages 12-25, January.
    33. Michael Lechner & Ruth Miquel & Conny Wunsch, 2004. "Long-run Effects of Public Sector Sponsored Training in West Germany," University of St. Gallen Department of Economics working paper series 2004 2004-19, Department of Economics, University of St. Gallen.
    34. cipollone piero & Anita Guelfi, 2006. "The value of flexible contracts; evidence from an italian panel of industrial firms," Temi di discussione (Economic working papers) 583, Bank of Italy, Economic Research and International Relations Area.
    35. Amitabh Chandra, 2003. "Is the Convergence of the Racial Wage Gap Illusory?," NBER Working Papers 9476, National Bureau of Economic Research, Inc.
    36. Rinne, Ulf & Uhlendorff, Arne & Zhao, Zhong, 2008. "Vouchers and Caseworkers in Public Training Programs: Evidence from the Hartz Reform in Germany," IZA Discussion Papers 3910, Institute of Labor Economics (IZA).
    37. Gerfin, Michael & Lechner, Michael, 2000. "Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," IZA Discussion Papers 154, Institute of Labor Economics (IZA).
    38. Galasso, Alberto & Schankerman, Mark & Serrano, Carlos J., 2011. "Trading and enforcing patent rights," LSE Research Online Documents on Economics 121732, London School of Economics and Political Science, LSE Library.
    39. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
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    1. Ichimura, H. & Thompson, S., 1993. "Maximum Likelihood Estimation of a Binary Choice Model with Random Coefficients of Unknown Distributions," Papers 268, Minnesota - Center for Economic Research.
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    4. HOSHINO Tadao & SHIMAMOTO Daichi & TODO Yasuyuki, 2017. "Accounting for Heterogeneity in Network Formation Behavior: An application to Vietnamese SMEs," Discussion papers 17023, Research Institute of Economy, Trade and Industry (RIETI).
    5. Fabian Dunker & Konstantin Eckle & Katharina Proksch & Johannes Schmidt-Hieber, 2017. "Tests for qualitative features in the random coefficients model," Courant Research Centre: Poverty, Equity and Growth - Discussion Papers 225, Courant Research Centre PEG.
    6. Gu, Jiaying & Russell, Thomas M., 2023. "Partial identification in nonseparable binary response models with endogenous regressors," Journal of Econometrics, Elsevier, vol. 235(2), pages 528-562.
    7. Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2023. "Nonparametric identification of random coefficients in aggregate demand models for differentiated products," The Econometrics Journal, Royal Economic Society, vol. 26(2), pages 279-306.
    8. Jackson Bunting, 2022. "Continuous permanent unobserved heterogeneity in dynamic discrete choice models," Papers 2202.03960, arXiv.org, revised Feb 2024.
    9. Itai Sher & Jeremy T. Fox & Kyoo il Kim & Patrick Bajari, 2011. "Partial Identification of Heterogeneity in Preference Orderings Over Discrete Choices," NBER Working Papers 17346, National Bureau of Economic Research, Inc.
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    11. Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2014. "Nonparametric identification of endogenous and heterogeneous aggregate demand models: complements, bundles and the market level," CeMMAP working papers 23/14, Institute for Fiscal Studies.
    12. Antonio Merlo & Áureo de Paula, 2015. "Identification and estimation of preference distributions when voters are ideological," CeMMAP working papers 50/15, Institute for Fiscal Studies.
    13. Manuel Arellano & Stéphane Bonhomme, 2019. "Recovering Latent Variables by Matching," Working Papers wp2019_1914, CEMFI.
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    22. Gautier, Eric & Le Pennec, Erwan, 2016. "Adaptive estimation in the nonparametric random coefficients binary choice model by needlet thresholding," TSE Working Papers 16-713, Toulouse School of Economics (TSE).
    23. Jeremy T. Fox & Amit Gandhi, 2009. "Identifying Heterogeneity in Economic Choice Models," NBER Working Papers 15147, National Bureau of Economic Research, Inc.
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    25. Rosa L. Matzkin & James Heckman & Lars Nesheim, 2002. "Nonparametric Estimation and Nonadditive Hedonic Models," Working Papers 51, Universidad de San Andres, Departamento de Economia, revised Jun 2002.
    26. Jeremy T. Fox, 2021. "A Note on Nonparametric Identification of Distributions of Random Coefficients in Multinomial Choice Models," Annals of Economics and Statistics, GENES, issue 142, pages 305-310.
    27. Steven Berry & Phil Haile, 2015. "Identification in differentiated product markets," CeMMAP working papers CWP47/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    34. Wang, Weiren & Zhou, Mai, 1995. "Iterative Least Squares Estimator of Binary Choice Models: a Semi-Parametric Approach," MPRA Paper 46981, University Library of Munich, Germany.
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    36. Stefan Hoderlein & Lars Nesheim & Anna Simoni, 2012. "Semiparametric estimation of random coefficients in structural economic models," CeMMAP working papers CWP09/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    37. Kinjo Keita & Sugawara Shinya, 2016. "Predicting Empirical Patterns in Viewing Japanese TV Dramas Using Case-Based Decision Theory," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 16(2), pages 679-709, June.
    38. Amit Gandhi & Jeremy T. Fox, 2009. "Identifying Heterogeneity in Economic Choice and Selection Models Using Mixtures," 2009 Meeting Papers 165, Society for Economic Dynamics.
    39. Giovanni Compiani & Yuichi Kitamura, 2016. "Using mixtures in econometric models: a brief review and some new results," Econometrics Journal, Royal Economic Society, vol. 19(3), pages 95-127, October.
    40. Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2013. "Random coefficients in static games of complete information," CeMMAP working papers CWP12/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    41. Christoph Breunig & Stefan Hoderlein, 2016. "Nonparametric Specification Testing in Random Parameter Models," Boston College Working Papers in Economics 897, Boston College Department of Economics.
    42. Lombardi, Stefano & van den Berg, Gerard J. & Vikström, Johan, 2020. "Empirical Monte Carlo evidence on estimation of Timing-of-Events models," Working Paper Series 2020:26, IFAU - Institute for Evaluation of Labour Market and Education Policy, revised 05 Jan 2021.
    43. James J. Heckman, 2005. "Micro Data, Heterogeneity and the Evaluation of Public Policy Part 2," The American Economist, Sage Publications, vol. 49(1), pages 16-44, March.
    44. Juan Carlos Escanciano & Wei Li, 2013. "On the identification of structural linear functionals," CeMMAP working papers 48/13, Institute for Fiscal Studies.
    45. Christoph Breunig & Stefan Hoderlein, 2018. "Specification testing in random coefficient models," Quantitative Economics, Econometric Society, vol. 9(3), pages 1371-1417, November.
    46. Eric Gautier & Yuichi Kitamura, 2013. "Nonparametric Estimation in Random Coefficients Binary Choice Models," Econometrica, Econometric Society, vol. 81(2), pages 581-607, March.
    47. Zhan Gao & M. Hashem Pesaran, 2023. "Identification and Estimation of Categorical Random Coefficient Models," Papers 2302.14380, arXiv.org.
    48. Matzkin, Rosa L., 2019. "Constructive identification in some nonseparable discrete choice models," Journal of Econometrics, Elsevier, vol. 211(1), pages 83-103.
    49. Antonio Merlo & Aureo de Paula, 2010. "Identification and Estimation of Preference Distributions When Voters Are Ideological, Second Version," PIER Working Paper Archive 13-055, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 13 Oct 2013.
    50. Dunker, Fabian & Hoderlein, Stefan & Kaido, Hiroaki & Sherman, Robert, 2018. "Nonparametric identification of the distribution of random coefficients in binary response static games of complete information," Journal of Econometrics, Elsevier, vol. 206(1), pages 83-102.
    51. Fabian Dunker & Stefan Hoderlein & Hiroaki Kaido, 2017. "Nonparametric identification of random coefficients in endogenous and heterogeneous aggregate demand models," CeMMAP working papers CWP11/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    52. Kyoo il Kim, 2014. "Identification of the Distribution of Random Coefficients in Static and Dynamic Discrete Choice Models," Korean Economic Review, Korean Economic Association, vol. 30, pages 191-216.
    53. Fox, Jeremy T. & Kim, Kyoo il & Ryan, Stephen P. & Bajari, Patrick, 2012. "The random coefficients logit model is identified," Journal of Econometrics, Elsevier, vol. 166(2), pages 204-212.
    54. Jeremy T. Fox & Kyoo il Kim, 2011. "A Simple Nonparametric Approach to Estimating the Distribution of Random Coefficients in Structural Models," NBER Working Papers 17283, National Bureau of Economic Research, Inc.
    55. Tadao Hoshino, 2013. "Estimation of the preference heterogeneity within stated choice data using semiparametric varying-coefficient methods," Empirical Economics, Springer, vol. 45(3), pages 1129-1148, December.
    56. Steven T. Berry & Philip A. Haile, 2009. "Identification of a Heterogeneous Generalized Regression Model with Group Effects," Cowles Foundation Discussion Papers 1732, Cowles Foundation for Research in Economics, Yale University.
    57. Victor H. Aguiar & Nail Kashaev, 2019. "Identification and Estimation of Discrete Choice Models with Unobserved Choice Sets," Papers 1907.04853, arXiv.org, revised Jun 2021.
    58. Arthur Lewbel, 2012. "An Overview of the Special Regressor Method," Boston College Working Papers in Economics 810, Boston College Department of Economics.
    59. Atila Abdulkadiroğlu & Nikhil Agarwal & Parag A. Pathak, 2015. "The Welfare Effects of Coordinated Assignment: Evidence from the NYC HS Match," NBER Working Papers 21046, National Bureau of Economic Research, Inc.
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    62. Jiaying Gu & Roger Koenker, 2018. "Nonparametric maximum likelihood methods for binary response models with random coefficients," CeMMAP working papers CWP65/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
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    65. Wang, Ao, 2020. "Identifying the Distribution of Random Coefficients in BLP Demand Models Using One Single Variation in Product Characteristics," The Warwick Economics Research Paper Series (TWERPS) 1304, University of Warwick, Department of Economics.
    66. Arthur Lewbel, 2018. "The Identification Zoo - Meanings of Identification in Econometrics," Boston College Working Papers in Economics 957, Boston College Department of Economics, revised 14 Dec 2019.
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    68. Patrick Bajari & Jeremy T. Fox & Kyoo il Kim & Stephen P. Ryan, 2009. "A Simple Nonparametric Estimator for the Distribution of Random Coefficients," NBER Working Papers 15210, National Bureau of Economic Research, Inc.
    69. Nunes, Luis C. & Cunha-e-Sa, Maria A. & Ducla-Soares, Maria M. & Rosado, Marcia A. & Day, Brett H., 2001. "Identifying non-consistent choice behavior in recreation demand models," Economics Letters, Elsevier, vol. 72(3), pages 403-410, September.
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    1. Wolfgang Hardle & Oliver Linton, 1994. "Applied Nonparametric Methods," Cowles Foundation Discussion Papers 1069, Cowles Foundation for Research in Economics, Yale University.
    2. Rolf Aaberge & Steinar Bjerve & Kjell Doksum, 2005. "Decomposition of Rank-Dependent Measures of Inequality by Subgroups," Discussion Papers 437, Statistics Norway, Research Department.
    3. Oliver Linton, 1993. "Second Order Approximation in the Partially Linear Regression Model," Cowles Foundation Discussion Papers 1065, Cowles Foundation for Research in Economics, Yale University.
    4. Hardle, Wolfgang & Xia, Yingcun & Linton, Oliver, 2009. "Optimal smoothing for a computationally and statistically efficient single index estimator," LSE Research Online Documents on Economics 58173, London School of Economics and Political Science, LSE Library.
    5. Jean Pinquet & Montserrat Guillén & Catalina Bolancé, 2008. "On the link between credibility and frequency premium," Post-Print hal-00361645, HAL.
    6. Climov, Daniela & Delecroix, Michel & Simar, Léopold, 2001. "Semiparametric estimation in single index poisson regression: A practical approach," SFB 373 Discussion Papers 2001,51, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
    7. Jia Chen & Jiti Gao & Degui Li, 2011. "Estimation in Single-Index Panel Data Models with Heterogeneous Link Functions," Monash Econometrics and Business Statistics Working Papers 12/11, Monash University, Department of Econometrics and Business Statistics.
    8. Juan Carlos Escanciano & Kyungchul Song, 2007. "Asymptotically Optimal Tests for Single-Index Restrictions with a Focus on Average Partial Effects," PIER Working Paper Archive 07-005, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
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    1. Chen, Songnian & Zhou, Xianbo, 2011. "Semiparametric estimation of a bivariate Tobit model," Journal of Econometrics, Elsevier, vol. 165(2), pages 266-274.
    2. Nguimkeu, Pierre & Denteh, Augustine & Tchernis, Rusty, 2019. "On the estimation of treatment effects with endogenous misreporting," Journal of Econometrics, Elsevier, vol. 208(2), pages 487-506.
    3. Miller, Douglas J. & Mittelhammer, Ronald C. & Judge, George G., 2004. "Entropy-Based Estimation And Inference In Binary Response Models Under Endogeneity," 2004 Annual meeting, August 1-4, Denver, CO 20319, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Roger Klein & Francis Vella, 2009. "A semiparametric model for binary response and continuous outcomes under index heteroscedasticity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 735-762.
    5. Xiaodong Gong & Arthur van Soest & Ping Zhang, 2005. "The effects of the gender of children on expenditure patterns in rural China: a semiparametric analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 509-527, May.
    6. Le-Yu Chen, 2009. "Identification of structural dynamic discrete choice models," CeMMAP working papers CWP08/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Jürgen Maurer & Roger Klein & Francis Vella, 2008. "Subjective Health Assessments and Active Labor Market Participation of Older Men: Evidence from a Semiparametric Binary Choice Model with Nonadditive Correlated Individualspecific Effects," MEA discussion paper series 08169, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    8. ASANO Hirokatsu, 2008. "Econometric Analysis of Irreversible Investment with Financial Constraints: Comparison of Parametric and Semiparametric Estimations," Discussion papers 08032, Research Institute of Economy, Trade and Industry (RIETI).
    9. Marcia M. A. Schafgans, 2000. "On Intercept Estimation in the Sample Selection Model," Econometric Society World Congress 2000 Contributed Papers 0730, Econometric Society.
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    11. Ghysels, E. & Ng, S., 1996. "A Semi-Parametric Factor Model for Interest Rates," Cahiers de recherche 9612, Universite de Montreal, Departement de sciences economiques.
    12. Hardle, Wolfgang & Xia, Yingcun & Linton, Oliver, 2009. "Optimal smoothing for a computationally and statistically efficient single index estimator," LSE Research Online Documents on Economics 58173, London School of Economics and Political Science, LSE Library.
    13. Jürgen Maurer, 2007. "Modelling socioeconomic and health determinants of health care use: A semiparametric approach," MEA discussion paper series 07145, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    14. Hidehiko Ichimura & Christopher Taber, 2000. "Direct estimation of policy impacts," IFS Working Papers W00/05, Institute for Fiscal Studies.
    15. Climov, Daniela & Delecroix, Michel & Simar, Léopold, 2001. "Semiparametric estimation in single index poisson regression: A practical approach," SFB 373 Discussion Papers 2001,51, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
    16. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2009. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," NBER Working Papers 15211, National Bureau of Economic Research, Inc.
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    42. Dennis Kristensen, 2009. "Semiparametric Modelling and Estimation: A Selective Overview," CREATES Research Papers 2009-44, Department of Economics and Business Economics, Aarhus University.
    43. E. Dijkgraaf & R. H. J. M. Gradus & B. Melenberg, 2003. "Contracting out refuse collection," Empirical Economics, Springer, vol. 28(3), pages 553-570, July.
    44. Klein, Roger & Shen, Chan & Vella, Francis, 2011. "Semiparametric Selection Models with Binary Outcomes," IZA Discussion Papers 6008, Institute of Labor Economics (IZA).
    45. Fahs, Rafic & Cardell, N. Scott & Mittelhammer, Ronald C., 2001. "Semiparametric Estimation and Inference in Multinomial Choice Models," 2001 Annual meeting, August 5-8, Chicago, IL 20742, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    46. Hidehiko Ichimura & Christopher Taber, 2002. "Semiparametric Reduced-Form Estimation of Tuition Subsidies," American Economic Review, American Economic Association, vol. 92(2), pages 286-292, May.
    47. Wanrong Liu & Xuewen Lu, 2011. "Empirical likelihood for density-weighted average derivatives," Statistical Papers, Springer, vol. 52(2), pages 391-412, May.
    48. Oliver Linton & Pedro Gozalo, 1995. "Testing Additivity in Generalized Nonparametric Regression Models," Cowles Foundation Discussion Papers 1106, Cowles Foundation for Research in Economics, Yale University.
    49. Guggenberger, Patrik & Smith, Richard J., 2008. "Generalized empirical likelihood tests in time series models with potential identification failure," Journal of Econometrics, Elsevier, vol. 142(1), pages 134-161, January.
    50. Yekaterina Chzhen & Karen Mumford, "undated". "Gender Gaps Across the Earnings Distribution in Britain: Are Women Bossy Enough?," Discussion Papers 09/27, Department of Economics, University of York.
    51. Ahn, Hyungtaik, 1995. "Nonparametric two-stage estimation of conditional choice probabilities in a binary choice model under uncertainty," Journal of Econometrics, Elsevier, vol. 67(2), pages 337-378, June.
    52. Xun Tang, 2009. "Binary Regressions with Bounded Median Dependence," PIER Working Paper Archive 09-003, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    53. Armando Levy, 2000. "A Simple Consistent Non-parametric Estimator of the Regression Function in a Truncated Sample," Econometric Society World Congress 2000 Contributed Papers 0651, Econometric Society.
    54. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    55. Klein, Roger & Shen, Chan & Vella, Francis, 2015. "Estimation of marginal effects in semiparametric selection models with binary outcomes," Journal of Econometrics, Elsevier, vol. 185(1), pages 82-94.
    56. Chan Shen & Roger Klein, 2017. "Recursive Differencing: Bias Reduction with Regular Kernels," Departmental Working Papers 201701, Rutgers University, Department of Economics.
    57. Lewbel, Arthur, 2000. "Semiparametric qualitative response model estimation with unknown heteroscedasticity or instrumental variables," Journal of Econometrics, Elsevier, vol. 97(1), pages 145-177, July.
    58. Jürgen Maurer, 2007. "Modelling socioeconomic and health determinants of health‐care use: a semiparametric approach," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 967-979, September.
    59. Tushar Kanti Nandi, 2006. "Parametric and Semiparametric Estimation of the Adoption of Work Teams," Department of Economics University of Siena 484, Department of Economics, University of Siena.

  35. Hidehiko Ichimura, "undated". "Asymptotic Distribution of Non-Parametric and Semi-Parametric Estimators with Data Dependent Smoothing Parameters," Working Papers _001, University of California at Berkeley, Econometrics Laboratory Software Archive.

    Cited by:

    1. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    2. Li, Dong & Li, Qi, 2010. "Nonparametric/semiparametric estimation and testing of econometric models with data dependent smoothing parameters," Journal of Econometrics, Elsevier, vol. 157(1), pages 179-190, July.

Articles

  1. Victor Chernozhukov & Juan Carlos Escanciano & Hidehiko Ichimura & Whitney K. Newey & James M. Robins, 2022. "Locally Robust Semiparametric Estimation," Econometrica, Econometric Society, vol. 90(4), pages 1501-1535, July.
    See citations under working paper version above.
  2. Hidehiko Ichimura & Whitney K. Newey, 2022. "The influence function of semiparametric estimators," Quantitative Economics, Econometric Society, vol. 13(1), pages 29-61, January.
    See citations under working paper version above.
  3. Taiyo Fukai & Hidehiko Ichimura & Keisuke Kawata, 2021. "Describing the impacts of COVID-19 on the labor market in Japan until June 2020," The Japanese Economic Review, Springer, vol. 72(3), pages 439-470, July.

    Cited by:

    1. Fukai, Taiyo & Ikeda, Masato & Kawaguchi, Daiji & Yamaguchi, Shintaro, 2023. "COVID-19 and the employment gender gap in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    2. Tsubasa Ito & Michio Naoi & Kazuto Sumita & Qing Ye, 2024. "The Impact of Daycare Closures Owing to COVID-19 on Parental Stress: The Case of Japan," Journal of Family and Economic Issues, Springer, vol. 45(3), pages 579-595, September.
    3. Kisho Hoshi & Hiroyuki Kasahara & Ryo Makioka & Michio Suzuki & Satoshi Tanaka, 2021. "Trade-off between job losses and the spread of COVID-19 in Japan," The Japanese Economic Review, Springer, vol. 72(4), pages 683-716, October.
    4. Ando, Michihito & Furuichi, Masato & Kanayama, Hayato, 2023. "Discontinuous or Kinked Response? Dynamics of Unemployment Insurance and Public Assistance under the COVID-19 Crisis," SocArXiv vs8tr, Center for Open Science.
    5. Yamaguchi Shintaro & Daiji Kawaguchi, 2021. "Covid-19 and the Employment Gender Gap," RF Berlin - CReAM Discussion Paper Series 2126, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    6. Higashi, Yudai & Sasaki, Masaru, 2023. "Did COVID-19 Deteriorate Mismatch in the Japanese Labor Market?," IZA Discussion Papers 15917, Institute of Labor Economics (IZA).

  4. Hyungtaik Ahn & Hidehiko Ichimura & James L. Powell & Paul A. Ruud, 2018. "Simple Estimators for Invertible Index Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(1), pages 1-10, January.

    Cited by:

    1. Aradillas-Lopez, Andres, 2024. "Inference in models with partially identified control functions," Journal of Econometrics, Elsevier, vol. 238(1).
    2. Wayne Yuan Gao & Ming Li, 2020. "Identification of Semiparametric Panel Multinomial Choice Models with Infinite-Dimensional Fixed Effects," Papers 2009.00085, arXiv.org, revised Nov 2024.
    3. Lewbel, Arthur & Lin, Xirong, 2022. "Identification of semiparametric model coefficients, with an application to collective households," Journal of Econometrics, Elsevier, vol. 226(2), pages 205-223.
    4. Roy Allen, 2019. "Injectivity and the Law of Demand," Papers 1908.05714, arXiv.org.
    5. Qingsong Yao, 2023. "Stochastic Learning of Semiparametric Monotone Index Models with Large Sample Size," Papers 2309.06693, arXiv.org, revised Oct 2023.
    6. Matias D. Cattaneo & Max H. Farrell & Michael Jansson & Ricardo Masini, 2022. "Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators," Papers 2301.00277, arXiv.org, revised Feb 2024.
    7. Shakeeb Khan & Fu Ouyang & Elie Tamer, 2019. "Inference on Semiparametric Multinomial Response Models," Boston College Working Papers in Economics 980, Boston College Department of Economics.
    8. Fu Ouyang & Thomas Tao Yang, 2020. "Semiparametric Discrete Choice Models for Bundles," Discussion Papers Series 625, School of Economics, University of Queensland, Australia.
    9. Aradillas-López, Andrés, 2021. "Computing semiparametric efficiency bounds in discrete choice models with strategic-interactions and rational expectations," Journal of Econometrics, Elsevier, vol. 221(1), pages 25-42.
    10. Shakeeb Khan & Xiaoying Lan & Elie Tamer & Qingsong Yao, 2021. "Estimating High Dimensional Monotone Index Models by Iterative Convex Optimization1," Papers 2110.04388, arXiv.org, revised Feb 2023.
    11. Irene Botosaru & Chris Muris, 2022. "Identification of time-varying counterfactual parameters in nonlinear panel models," Papers 2212.09193, arXiv.org, revised Nov 2023.

  5. Hyungtaik Ahn & Hidehiko Ichimura & James L. Powell & Paul A. Ruud, 2018. "Rejoinder for “Simple Estimators for Invertible Index Models”," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(1), pages 22-23, January.

    Cited by:

    1. Aradillas-Lopez, Andres, 2024. "Inference in models with partially identified control functions," Journal of Econometrics, Elsevier, vol. 238(1).
    2. Lewbel, Arthur & Lin, Xirong, 2022. "Identification of semiparametric model coefficients, with an application to collective households," Journal of Econometrics, Elsevier, vol. 226(2), pages 205-223.
    3. Roy Allen, 2019. "Injectivity and the Law of Demand," Papers 1908.05714, arXiv.org.
    4. Qingsong Yao, 2023. "Stochastic Learning of Semiparametric Monotone Index Models with Large Sample Size," Papers 2309.06693, arXiv.org, revised Oct 2023.
    5. Aradillas-López, Andrés, 2021. "Computing semiparametric efficiency bounds in discrete choice models with strategic-interactions and rational expectations," Journal of Econometrics, Elsevier, vol. 221(1), pages 25-42.
    6. Irene Botosaru & Chris Muris, 2022. "Identification of time-varying counterfactual parameters in nonlinear panel models," Papers 2212.09193, arXiv.org, revised Nov 2023.

  6. Yoichi Arai & Hidehiko Ichimura, 2018. "Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator," Quantitative Economics, Econometric Society, vol. 9(1), pages 441-482, March.
    See citations under working paper version above.
  7. Arai, Yoichi & Ichimura, Hidehiko, 2016. "Optimal bandwidth selection for the fuzzy regression discontinuity estimator," Economics Letters, Elsevier, vol. 141(C), pages 103-106.
    See citations under working paper version above.
  8. Arai, Yoichi & Ichimura, Hidehiko & Kawaguchi, Daiji, 2015. "The educational upgrading of Japanese youth, 1982–2007: Are all Japanese youth ready for structural reforms?," Journal of the Japanese and International Economies, Elsevier, vol. 37(C), pages 100-126.
    See citations under working paper version above.
  9. Monica Costa Dias & Hidehiko Ichimura & Gerard J. van den Berg, 2013. "Treatment Evaluation With Selective Participation and Ineligibles," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(502), pages 441-455, June.

    Cited by:

    1. Carlos Henrique Corseuil & Miguel Foguel & Gustavo Gonzaga & Eduardo Pontual Ribeiro, 2014. "Youth Turnover in Brazil: Job and Worker Flows and an Evaluation of a Youth-Targeted Training Program," CEDLAS, Working Papers 0155, CEDLAS, Universidad Nacional de La Plata.
    2. Gerard Van Den Berg & Antoine Bozio & Monica Costa Dias, 2018. "Policy discontinuity and duration outcomes," IFS Working Papers W18/10, Institute for Fiscal Studies.
    3. Dan Black & Joonhwi Joo & Robert LaLonde & Jeffrey Smith & Evan Taylor, 2020. "Simple Tests for Selection: Learning More from Instrumental Variables," Working Papers 2020-048, Human Capital and Economic Opportunity Working Group.
    4. Caliendo, Marco & Schmidl, Ricarda, 2015. "Youth Unemployment and Active Labor Market Policies in Europe," IZA Discussion Papers 9488, Institute of Labor Economics (IZA).
    5. David Pence Slichter, 2015. "The Employment Effects of the Minimum Wage: A Selection Ratio Approach to Measuring Treatment Effects," 2015 Papers psl76, Job Market Papers.
    6. Andrea Albanese & Bart Cockx & Muriel Dejemeppe, 2024. "Long-Term Effects of Hiring Subsidies for Low-Educated Unemployed Youths," Papers 2406.08357, arXiv.org.
    7. Carlos Henrique Corseuil & Miguel Foguel & Gustavo Gonzaga, 2016. "Apprenticeship as a stepping stone to beter jobs: Evidence from brazilian matched employer-employee data," Textos para discussão 651, Department of Economics PUC-Rio (Brazil).

  10. Joseph G. Altonji & Hidehiko Ichimura & Taisuke Otsu, 2012. "Estimating Derivatives in Nonseparable Models With Limited Dependent Variables," Econometrica, Econometric Society, vol. 80(4), pages 1701-1719, July.
    See citations under working paper version above.
  11. Ichimura, Hidehiko & Lee, Sokbae, 2010. "Characterization of the asymptotic distribution of semiparametric M-estimators," Journal of Econometrics, Elsevier, vol. 159(2), pages 252-266, December.
    See citations under working paper version above.
  12. Richard Blundell & Amanda Gosling & Hidehiko Ichimura & Costas Meghir, 2007. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," Econometrica, Econometric Society, vol. 75(2), pages 323-363, March.
    See citations under working paper version above.
  13. Hidehiko Ichimura & Christopher Taber, 2002. "Semiparametric Reduced-Form Estimation of Tuition Subsidies," American Economic Review, American Economic Association, vol. 92(2), pages 286-292, May.
    See citations under working paper version above.
  14. Christopher Taber & Hidehiko Ichimura, 2001. "Propensity-Score Matching with Instrumental Variables," American Economic Review, American Economic Association, vol. 91(2), pages 119-124, May.

    Cited by:

    1. Haizhong Wang & Hong Yuan & Xiaolin Li & Huaxi Li, 2019. "The impact of psychological identification with home-name stocks on investor behavior: an empirical and experimental investigation," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 1109-1130, November.
    2. Bart Cockx & Jean Ries, 2004. "The Exhaustion of Unemployment Benefits in Belgium. Does it Enhance the Probability of Employment?," CESifo Working Paper Series 1226, CESifo.
    3. Antonio Trujillo & Jorge Portillo & John Vernon, 2005. "The Impact of Subsidized Health Insurance for the Poor: Evaluating the Colombian Experience Using Propensity Score Matching," International Journal of Health Economics and Management, Springer, vol. 5(3), pages 211-239, September.
    4. B Ferreira Neto, Amir, 2018. "Do public libraries impact local labor markets? Evidence from Appalachia," MPRA Paper 89584, University Library of Munich, Germany.
    5. Narayanan, Sudha, 2021. "Food security from free collection of foods: Evidence from India," Food Policy, Elsevier, vol. 100(C).
    6. Michael Lechner, 2007. "A Note on the Relation of Weighting and Matching Estimators," University of St. Gallen Department of Economics working paper series 2007 2007-34, Department of Economics, University of St. Gallen.
    7. Olympia Bover, 2005. "Wealth effects on consumption: microeconometric estimates from the Spanish survey of household finances," Working Papers 0522, Banco de España.
    8. Geoffroy Enjolras & Magali Aubert, 2020. "How does crop insurance influence pesticide use? Evidence from French farms," Review of Agricultural, Food and Environmental Studies, Springer, vol. 101(4), pages 461-485, December.
    9. Tea Petrin & Dragana Radicic, 2023. "Instrument policy mix and firm size: is there complementarity between R&D subsidies and R&D tax credits?," The Journal of Technology Transfer, Springer, vol. 48(1), pages 181-215, February.
    10. Bover, Olympia, 2006. "Wealth Effects on Consumption: Microeconometric Estimates from a New Survey of Household Finances," CEPR Discussion Papers 5874, C.E.P.R. Discussion Papers.
    11. Manca, A & Austin, P. C, 2008. "Using propensity score methods to analyse individual patient-level cost-effectiveness data from observational studies," Health, Econometrics and Data Group (HEDG) Working Papers 08/20, HEDG, c/o Department of Economics, University of York.
    12. A. Affuso, 2007. "Credit rationing and real assets: evidence from Italian panel data," Economics Department Working Papers 2007-EP09, Department of Economics, Parma University (Italy).
    13. Mariagrazia Squicciarini, 2008. "Science Parks’ tenants versus out-of-Park firms: who innovates more? A duration model," The Journal of Technology Transfer, Springer, vol. 33(1), pages 45-71, February.
    14. Affuso, Antonio, 2010. "Do public subsidies reduce credit rationing? A matching approach," MPRA Paper 24874, University Library of Munich, Germany, revised 02 Sep 2010.
    15. Gelo, Dambala & Dikgang, Johane, 2019. "Collective action and heterogeneous welfare effects: Evidence from Ethiopian villages," World Development Perspectives, Elsevier, vol. 16(C).
    16. Jay Bhattacharya & William B. Vogt, 2007. "Do Instrumental Variables Belong in Propensity Scores?," NBER Technical Working Papers 0343, National Bureau of Economic Research, Inc.
    17. Heuermann, Daniel F. & Schmieder, Johannes F., 2014. "Warping Space: High-Speed Rail and Returns to Scale in Local Labor Markets," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100293, Verein für Socialpolitik / German Economic Association.

  15. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    See citations under working paper version above.
  16. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.

    Cited by:

    1. James J. Heckman & Petra E. Todd, 2009. "A note on adapting propensity score matching and selection models to choice based samples," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 230-234, January.
    2. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
    3. Muehlenbachs, Lucija & Spiller, Elisheba & Timmins, Christopher, "undated". "The Housing Market Impacts of Shale Gas Development," RFF Working Paper Series dp-13-39-rev, Resources for the Future.
    4. Pufahl, Andrea & Weiss, Christoph R., 2008. "Evaluating the Effects of Farm Programs: Results from Propensity Score Matching," 107th Seminar, January 30-February 1, 2008, Sevilla, Spain 6635, European Association of Agricultural Economists.
    5. Paolo, NATICHIONI & Silvia LORIGA, 2008. "Short and long term evaluations of Public Employment Services in Italy," Discussion Papers (ECON - Département des Sciences Economiques) 2008030, Université catholique de Louvain, Département des Sciences Economiques.
    6. TODO Yasuyuki & INUI Tomohiko & YUAN Yuan, 2012. "Effects of Privatization on Exporting Decisions: Firm-level evidence from Chinese state-owned enterprises," Discussion papers 12015, Research Institute of Economy, Trade and Industry (RIETI).
    7. Lixin Cai & Guyonne Kalb & Yi-Ping Tseng & Ha Vu, 2008. "The Effect of Financial Incentives on Labour Supply: Evidence for Lone Parents from Microsimulation and Quasi-Experimental Evaluation," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 285-325, June.
    8. Jean-Louis Combes & Alexandru Minea & Pegdéwendé Nestor Sawadogo, 2019. "Assessing the effects of combating illicit financial flows on domestic tax revenue mobilization in developing countries," Working Papers halshs-02019073, HAL.
    9. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    10. Qiangmin, XI & Peng, JI, 2023. "Does the development zone promote population urbanization? Evidence from China," Land Use Policy, Elsevier, vol. 131(C).
    11. Shehu, Edlira & Abou Nabout, Nadia & Clement, Michel, 2021. "The risk of programmatic advertising: Effects of website quality on advertising effectiveness," International Journal of Research in Marketing, Elsevier, vol. 38(3), pages 663-677.
    12. Calavrezo, Oana & Duhautois, Richard & Walkowiak, Emmanuelle, 2010. "Short-Time Compensation and Establishment Exit: An Empirical Analysis with French Data," IZA Discussion Papers 4989, Institute of Labor Economics (IZA).
    13. Doyle, Joseph J., 2013. "Causal effects of foster care: An instrumental-variables approach," Children and Youth Services Review, Elsevier, vol. 35(7), pages 1143-1151.
    14. Biro, Aniko & Bisztray, Márta & da Fonseca, João G. & Molnár, Tímea Laura, 2023. "Accident-Induced Absence from Work and Wage Ladders," IZA Discussion Papers 16312, Institute of Labor Economics (IZA).
    15. Nkonya, Ephraim & Phillip, Dayo & Mogues, Tewodaj & Pender, John & Kato, Edward, 2012. "Impacts of Community-driven Development Programs on Income and Asset Acquisition in Africa: The Case of Nigeria," World Development, Elsevier, vol. 40(9), pages 1824-1838.
    16. Busso, Matias & Kline, Patrick, 2008. "Do Local Economic Development Programs Work? Evidence from the Federal Empowerment Zone Program," Working Papers 36, Yale University, Department of Economics.
    17. Apeti, Ablam Estel & Combes, Jean-Louis & Minea, Alexandru, 2024. "Inflation targeting and fiscal policy volatility: Evidence from developing countries," Journal of International Money and Finance, Elsevier, vol. 141(C).
    18. aus dem Moore, Nils & Großkurth, Philipp & Themann, Michael, 2019. "Multinational corporations and the EU Emissions Trading System: The specter of asset erosion and creeping deindustrialization," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 1-26.
    19. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    20. Meghir, Costas & Dustmann, Christian & Adda, Jérôme & Robin, Jean-Marc, 2007. "Career Progression and Formal versus On-the-Job Training," CEPR Discussion Papers 6087, C.E.P.R. Discussion Papers.
    21. Chabé-Ferret, Sylvain, 2015. "Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes," Journal of Econometrics, Elsevier, vol. 185(1), pages 110-123.
    22. Jürges, Hendrik & Wolfram F., Richter & Kerstin, Schneider, 2005. "Teacher quality and incentives - Theoretical and empirical effects of standards on teacher quality," MEA discussion paper series 05091, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    23. Koch, Nicolas & Basse Mama, Houdou, 2019. "Does the EU Emissions Trading System induce investment leakage? Evidence from German multinational firms," Energy Economics, Elsevier, vol. 81(C), pages 479-492.
    24. Kristina Lindemann & Markus Gangl, 2018. "The Intergenerational Effects of Unemployment: How Parental Unemployment Affects Educational Transitions in Germany," SOEPpapers on Multidisciplinary Panel Data Research 971, DIW Berlin, The German Socio-Economic Panel (SOEP).
    25. Kuhn, Dieter, 2011. "Delayering and Firm Performance: Evidence from Swiss firm-level Data," Working papers 2011/02, Faculty of Business and Economics - University of Basel.
    26. Kumar, Neha & Quisumbing, Agnes R., 2010. "Does social capital build women's assets?: The long-term impacts of group-based and individual dissemination of agricultural technology in Bangladesh," CAPRi working papers 97, International Food Policy Research Institute (IFPRI).
    27. Kenneth A. Younge & Matt Marx, 2016. "The Value of Employee Retention: Evidence From a Natural Experiment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(3), pages 652-677, September.
    28. Michael Wenz, 2008. "Matching estimation, casino gambling and the quality of life," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(1), pages 235-249, March.
    29. Philipp Ehrl, 2018. "Task trade and employment patterns: The offshoring and onshoring of Brazilian firms," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 27(3), pages 235-266, April.
    30. Cameron Truong, 2013. "The January effect, does options trading matter?," Australian Journal of Management, Australian School of Business, vol. 38(1), pages 31-48, April.
    31. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
    32. John A. List & Michael Margolis & Daniel E. Osgood, 2006. "Is the Endangered Species Act Endangering Species?," NBER Working Papers 12777, National Bureau of Economic Research, Inc.
    33. Tigabu D. Getahun & Espen Villanger, 2018. "Labour-Intensive Jobs for Women and Development: Intra-household Welfare Effects and Its Transmission Channels," Journal of Development Studies, Taylor & Francis Journals, vol. 54(7), pages 1232-1252, July.
    34. Giulia Bettin & Isabella Giorgetti & Stefano Staffolani, 2022. "The Impact Of Covid-19 Lockdown On The Gender Gap In The Italian Labour Market," Working Papers 460, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    35. Jorge M. Agüero & Michael R. Carter & Ingrid Woolard, 2007. "The Impact of Unconditional Cash Transfers on Nutrition: The South African Child Support Grant," Working Papers 39, International Policy Centre for Inclusive Growth.
    36. Balima, Wenéyam Hippolyte & Combes, Jean-Louis & Minea, Alexandru, 2017. "Sovereign debt risk in emerging market economies: Does inflation targeting adoption make any difference?," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 360-377.
    37. Barragan, Luis, 2006. "¿Cuánto es el premio al salario por pertenecer a un sindicato en el Ecuador?: Un análisis usando Propensity Score Matching [How much it is the prize to the wage to belong to a union in Ecuador?: An," MPRA Paper 3947, University Library of Munich, Germany.
    38. Federico Biagi & Daniele Bondonio & Alberto Martini, 2015. "Counterfactual Impact Evaluation of Enterprise Support Programmes. Evidence from a Decade of Subsidies to Italian Firm," ERSA conference papers ersa15p1619, European Regional Science Association.
    39. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    40. Matias Berthelon & Diana I. Kruger, 2017. "Does adolescent motherhood affect education and labor market outcomes of mothers? A study on young adult women in Chile during 1990–2013," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(2), pages 293-303, March.
    41. Toru Kitagawa & Chris Muris, 2015. "Model averaging in semiparametric estimation of treatment effects," CeMMAP working papers CWP46/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    42. Hugo De Groote & Nilupa S. Gunaratna & Monica Fisher & E. G. Kebebe & Frank Mmbando & Dennis Friesen, 2016. "The effectiveness of extension strategies for increasing the adoption of biofortified crops: the case of quality protein maize in East Africa," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(6), pages 1101-1121, December.
    43. Xin Meng & Jim Ryan, 2010. "Does a food for education program affect school outcomes? The Bangladesh case," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(2), pages 415-447, March.
    44. Cansino, José M. & Lopez-Melendo, Jaime & Pablo-Romero, María del P. & Sánchez-Braza, Antonio, 2013. "An economic evaluation of public programs for internationalization: The case of the Diagnostic program in Spain," Evaluation and Program Planning, Elsevier, vol. 41(C), pages 38-46.
    45. Hamidou Jawara, 2020. "Access to savings and household welfare evidence from a household survey in The Gambia," African Development Review, African Development Bank, vol. 32(2), pages 138-149, June.
    46. Alexander Hijzen & Richard Upward & Peter W. Wright, 2010. "The Income Losses of Displaced Workers," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    47. Ogutu, Sylvester Ochieng & Okello, Julius Juma & Otieno, David Jakinda, 2014. "Impact of Information and Communication Technology-Based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," World Development, Elsevier, vol. 64(C), pages 311-321.
    48. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics.
    49. Roberto Cominetti & Juan Diaz & Jorge Rivera, 2014. "Large sample properties of an optimization-based matching estimator," Working Papers wp389, University of Chile, Department of Economics.
    50. Yasemin Bal Gündüz & Masyita Crystallin, 2014. "Do IMF-Supported Programs Catalyze Donor Assistance to Low-Income Countries?," IMF Working Papers 2014/202, International Monetary Fund.
    51. Gaigne, Carl & Latouche, Karine & Turolla, Stephane, 2012. "Vertical Ownership and Trade: Firm-level evidence from France," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 125020, Agricultural and Applied Economics Association.
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    1528. Shengfang Tang & Zongwu Cai & Ying Fang & Ming Lin, 2020. "A New Quantile Treatment Effect Model for Studying Smoking Effect on Birth Weight During Mother's Pregnancy," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202003, University of Kansas, Department of Economics, revised Feb 2020.
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    3. Petra Todd & Kenneth I. Wolpin, 2002. "Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility: Assessing the Impact of a School Subsidy Program in Mexico," PIER Working Paper Archive 03-022, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Sep 2003.
    4. Pufahl, Andrea & Weiss, Christoph R., 2008. "Evaluating the Effects of Farm Programs: Results from Propensity Score Matching," 107th Seminar, January 30-February 1, 2008, Sevilla, Spain 6635, European Association of Agricultural Economists.
    5. Hernandez-Aguilera, Juan N. & Gómez, Miguel I. & Rodewald, Amanda D. & Rueda, Ximena & Anunu, Colleen & Bennett, Ruth & Schindelbeck, Robert R. & van Es, Harold M., 2015. "Impacts of smallholder participation in high-quality coffee markets: The Relationship Coffee Model," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205650, Agricultural and Applied Economics Association.
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    1103. Priyanka Anand & Alejandra Mizala & Andrea Repetto, 2006. "Using School Scholarships to Estimate the Effect of Government Subsidized Private Education on Academic Achievement in Chile," Documentos de Trabajo 220, Centro de Economía Aplicada, Universidad de Chile.
    1104. Koh, Eun, 2010. "Permanency outcomes of children in kinship and non-kinship foster care: Testing the external validity of kinship effects," Children and Youth Services Review, Elsevier, vol. 32(3), pages 389-398, March.
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    1121. Thomas Lambert, 2019. "Lobbying on Regulatory Enforcement Actions: Evidence from U.S. Commercial and Savings Banks," Management Science, INFORMS, vol. 67(6), pages 2545-2572, June.
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    1348. John Fredy Ariza & Shirley Lorena Rojas, 2020. "¿Mejora el Programa de Alimentación Escolar (pae) el desempeno académico de los estudiantes en Ibagué?," Revista Facultad de Ciencias Económicas, Universidad Militar Nueva Granada, vol. 28(2), pages 143-159, December.
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    1356. Gobillon, Laurent & Magnac, Thierry & Selod, Haris, 2012. "L’effet des Zones Franches Urbaines sur le Retour à l’Emploi," CEPREMAP Working Papers (Docweb) 1209, CEPREMAP.
    1357. Pender, John L. & Nkonya, Ephraim M. & Kato, Edward & Kaizzi, Crammer & Ssali, Henry, 2009. "Impacts of Cash Crop Production on Land Management and Land Degradation: The Case of Coffee and Cotton in Uganda," 2009 Conference, August 16-22, 2009, Beijing, China 50760, International Association of Agricultural Economists.
    1358. Hassan, M. Kabir & Houston, Reza & Karim, M. Sydul, 2021. "Courting innovation: The effects of litigation risk on corporate innovation," Journal of Corporate Finance, Elsevier, vol. 71(C).
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    1360. UCHINO Taisuke, 2011. "Bank Dependence and Financial Constraints on Investment: Evidence from the corporate bond market paralysis in Japan," Discussion papers 11073, Research Institute of Economy, Trade and Industry (RIETI).
    1361. Ferre, Celine & Sharif, Iffath, 2014. "Can conditional cash transfers improve education and nutrition outcomes for poor children in Bangladesh ? evidence from a pilot project," Policy Research Working Paper Series 7077, The World Bank.
    1362. Chad D. Meyerhoefer & Muzhe Yang, 2011. "The Relationship between Food Assistance and Health: A Review of the Literature and Empirical Strategies for Identifying Program Effects," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(3), pages 304-344.
    1363. Fredriksson, Per G. & Millimet, D.L.Daniel L., 2004. "Comparative politics and environmental taxation," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 705-722, July.
    1364. del Ninno, Carlo & Dorosh, Paul A., 2002. "In-kind transfers and household food consumption," FCND discussion papers 134, International Food Policy Research Institute (IFPRI).
    1365. Yutao Lei & Xuan Zhang & Wenxiang Peng, 2022. "Can China’s Policy of Carbon Emissions Trading Optimize Manufacturing Structure? Evidence from Guangdong Based on a Synthetic Control Approach," Sustainability, MDPI, vol. 14(6), pages 1-23, March.
    1366. Reinkowski, Janina & Alecke, Björn & Mitze, Timo & Untiedt, Gerhard, 2010. "Effectiveness of Public R&D Subsidies in East Germany – Is it a Matter of Firm Size?," Ruhr Economic Papers 204, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    1367. Hope, R.A., 2007. "Evaluating Social Impacts of Watershed Development in India," World Development, Elsevier, vol. 35(8), pages 1436-1449, August.
    1368. Cain Polidano & Ha Vu, 2015. "Differential Labour Market Impacts from Disability Onset," Health Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 302-317, March.
    1369. Neng-Chieh Chang, 2020. "The Mode Treatment Effect," Papers 2007.11606, arXiv.org.
    1370. Pawlowska, Aleksandra & Bocian, Monika & Jaroszewska, Joanna, 2018. "Evaluation of investment support under Rural Development Programme 2014-2020 – preliminary results for Poland," 162nd Seminar, April 26-27, 2018, Budapest, Hungary 271973, European Association of Agricultural Economists.
    1371. Peng, Dan & Wang, Ziqi & Kong, Qunxi & Cai, Molly, 2024. "Evaluating the impact of OFDI on the growth quality of industrial firms: A dual-perspective analysis from China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1616-1627.
    1372. Xi Lin & Ling‐Yun He, 2023. "‘Going global’ and pollution in home country: Evidence from Chinese industrial firms," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1135-1174, October.
    1373. Kamhöfer, Daniel, 2014. "The Effect of Early Childhood Language Training Programs on the Contemporary Formation of Grammar Skills," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100374, Verein für Socialpolitik / German Economic Association.
    1374. Matilde Machado & Anna Sanz-de-Galdeano, 2015. "Coverage of infertility treatment and fertility outcomes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 6(4), pages 407-439, November.
    1375. Skoufias, Emmanuel & Shapiro, Joseph, 2006. "Evaluating the impact of Mexico's quality schools program : the pitfalls of using nonexperimental data," Policy Research Working Paper Series 4036, The World Bank.
    1376. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," SOEPpapers on Multidisciplinary Panel Data Research 883, DIW Berlin, The German Socio-Economic Panel (SOEP).
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    1378. Reinhard Uehleke & Heidi Leonhardt & Silke Hüttel, 2024. "Counterfactual evaluation of two Austrian agri‐environmental schemes in 2014–2018," Agricultural Economics, International Association of Agricultural Economists, vol. 55(1), pages 27-40, January.
    1379. Lucia Mangiavacchi & Paolo Verme, 2013. "Minimum income in a transition economy," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(4), pages 683-712, October.
    1380. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment," DETU Working Papers 1804, Department of Economics, Temple University.
    1381. Timo Mitze & Björn Alecke & Janina Reinkowski & Gerhard Untiedt, 2015. "Linking collaborative R&D strategies with the research and innovation performance of SMEs in peripheral regions: Do spatial and organizational choices make a difference?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(2), pages 555-596, December.
    1382. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
    1383. Christensen, Björn, 2001. "Berufliche Weiterbildung und Arbeitsplatzrisiko: Ein Matching-Ansatz," Kiel Working Papers 1033, Kiel Institute for the World Economy (IfW Kiel).
    1384. Frank M. Fossen & Martin Simmler, 2012. "Differential Taxation and Firms' Financial Leverage: Evidence from the Introduction of a Flat Tax on Interest Income," Discussion Papers of DIW Berlin 1190, DIW Berlin, German Institute for Economic Research.
    1385. Yoshio Higuchi, 2013. "The Dynamics of Poverty and the Promotion of Transition from Non-Regular to Regular Employment in Japan: Economic Effects of Minimum Wage Revision and Job Training Support," The Japanese Economic Review, Japanese Economic Association, vol. 64(2), pages 147-200, June.
    1386. Bae, Kee-Hong & Kang, Jun-Koo & Wang, Jin, 2011. "Employee treatment and firm leverage: A test of the stakeholder theory of capital structure," Journal of Financial Economics, Elsevier, vol. 100(1), pages 130-153, April.
    1387. Paul Gertler & David I. Levine & Minnie Ames, 2003. "Schooling and Parental Death," HEW 0303001, University Library of Munich, Germany.
    1388. Pandej Chintrakarn, 2008. "Estimating the Euro Effects on Trade with Propensity Score Matching," Review of International Economics, Wiley Blackwell, vol. 16(1), pages 186-198, February.
    1389. Elisa Montaguti & Scott A. Neslin & Sara Valentini, 2016. "Can Marketing Campaigns Induce Multichannel Buying and More Profitable Customers? A Field Experiment," Marketing Science, INFORMS, vol. 35(2), pages 201-217, March.
    1390. Cristian Aedo & Sergio Nuñez, 2004. "Efectos de las políticas de capacitación en América Latina y el Caribe: el caso del Programa Joven," Research Department Publications 3176, Inter-American Development Bank, Research Department.
    1391. Rodriguez, Divina Gracia P. & Rejesus, Roderick M. & Aragon, Corazono T., 2007. "Impacts of an Agricultural Development Program for Poor Coconut Producers in the Philippines: An Approach Using Panel Data and Propensity Score Matching Techniques," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 32(3), pages 1-24, December.
    1392. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
    1393. Jamal Ibrahim Haidar, 2012. "Trade and productivity: self-selection or learning-by-exporting in India," Documents de travail du Centre d'Economie de la Sorbonne 12046, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    1394. Kahuina Miller & Tetsuro Hyodo, 2021. "Impact of the Panama Canal expansion on Latin American and Caribbean ports: difference in difference (DID) method," Journal of Shipping and Trade, Springer, vol. 6(1), pages 1-23, December.
    1395. Hu, Yucai & Li, Ranran & Du, Lei & Ren, Shenggang & Chevallier, Julien, 2022. "Could SO2 and CO2 emissions trading schemes achieve co-benefits of emissions reduction?," Energy Policy, Elsevier, vol. 170(C).
    1396. Manuela Angelucci & Orazio Attanasio, 2009. "Oportunidades: Program Effect on Consumption, Low Participation, and Methodological Issues," Economic Development and Cultural Change, University of Chicago Press, vol. 57(3), pages 479-506, April.
    1397. Henning Best & Thorsten Kneip, 2019. "Assessing the Causal Effect of Curbside Collection on Recycling Behavior in a Non-randomized Experiment with Self-reported Outcome," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(4), pages 1203-1223, April.
    1398. Veron, Emilien, 2022. "Comparative analysis of revenue and land prices between organic and conventional farming," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 320734, Agricultural Economics Society - AES.
    1399. Adrien Montalbo, 2019. "Education and economic development. The influence of primary schooling on municipalities in nineteenth-century France," PSE Working Papers halshs-02286126, HAL.
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    1401. Arata, Linda & Hauschild, Sofia & Sckokai, Paolo, 2018. "Economic and social impact of grape growing in Northeastern Brazil," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 6(3), May.
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    1403. Xiaojun Li & Jieyu Wang & Ke Luo & Yuanling Liang & Shaojian Wang, 2022. "Exploring the Spillover Effects of Urban Renewal on Local House Prices Using Multi-Source Data and Machine Learning: The Case of Shenzhen, China," Land, MDPI, vol. 11(9), pages 1-16, August.
    1404. Lili Kang & Fei Peng & Yu Zhu & An Pan, 2018. "Harmony in Diversity: Can the One Belt One Road Initiative Promote China’s Outward Foreign Direct Investment?," Sustainability, MDPI, vol. 10(9), pages 1-28, September.
    1405. Moran, John R. & Short, Pamela Farley & Hollenbeak, Christopher S., 2011. "Long-term employment effects of surviving cancer," Journal of Health Economics, Elsevier, vol. 30(3), pages 505-514, May.
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    1407. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Is Export Promotion Effective in Developing Countries? Firm-Level Evidence on the Intensive and Extensive Margins of Exports," IDB Publications (Working Papers) 3187, Inter-American Development Bank.
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    1410. Gu, Jiafeng, 2023. "Energy poverty and government subsidies in China," Energy Policy, Elsevier, vol. 180(C).
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    1413. Raaum, Oddbjorn & Torp, Hege, 2002. "Labour market training in Norway--effect on earnings," Labour Economics, Elsevier, vol. 9(2), pages 207-247, April.
    1414. Raza, Wameq A & Ara, Jinnat, 2012. "Grant Based Approach to Poverty Reduction: Evidence from Bangladesh," MPRA Paper 52966, University Library of Munich, Germany.
    1415. Gisele Spricigo & Sérgio Marley Modesto Monteiro & Ricardo Da Silva Freguglia, 2018. "The University Industry Linkages And The Firm?S Innovative Performance: Evidence For Brazil," Anais do XLIV Encontro Nacional de Economia [Proceedings of the 44th Brazilian Economics Meeting] 148, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
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    1418. Christine Brown & Viet Do & Oscar Trevarthen, 2017. "Liquidity shock management: Lessons from Australian banks," Australian Journal of Management, Australian School of Business, vol. 42(4), pages 637-652, November.
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    1495. Campbell, Benjamin & Khachatryan, Hayk & Behe, Bridget & Hall, Charles & Dennis, Jennifer, 2016. "Crunch the can or throw the bottle? Effect of “bottle deposit laws” and municipal recycling programs," Resources, Conservation & Recycling, Elsevier, vol. 106(C), pages 98-109.
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    1501. Miana Plesca & Jeffrey Smith, 2008. "Evaluating multi-treatment programs: theory and evidence from the U.S. Job Training Partnership Act experiment," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 293-330, Springer.
    1502. Zier, Patrick, 2013. "Econometric impact assessment of the Common Agricultural Policy in East German agriculture," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 71, number 71, September.
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    Cited by:

    1. Giuseppe De Luca & Franco Peracchi, 2010. "Estimating Engel curves under unit and item nonresponse," EIEF Working Papers Series 1004, Einaudi Institute for Economics and Finance (EIEF), revised Nov 2010.
    2. Qing Li, 2014. "Identifiability of mean-reverting measurement error with instrumental variable," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 68(2), pages 118-129, May.
    3. Yingyao Hu & Geert Ridder, 2009. "Estimation of Nonlinear Models with Mismeasured Regressors Using Marginal Information," Economics Working Paper Archive 554, The Johns Hopkins University,Department of Economics.
    4. Shigeru Iwata, 2001. "Recentered And Rescaled Instrumental Variable Estimation Of Tobit And Probit Models With Errors In Variables," Econometric Reviews, Taylor & Francis Journals, vol. 20(3), pages 319-335.
    5. Xiaodong Gong & Arthur van Soest & Ping Zhang, 2005. "The effects of the gender of children on expenditure patterns in rural China: a semiparametric analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 509-527, May.
    6. Denni Tommasi & Lina Zhang, 2020. "Bounding Program Benefits When Participation is Misreported," Monash Econometrics and Business Statistics Working Papers 24/20, Monash University, Department of Econometrics and Business Statistics.
    7. Martin Browning & Sule Alan & Orazio Attanasio, 2006. "Estimating Euler Equations with Noisy Data: Two Exact GMM Estimators," Economics Series Working Papers 283, University of Oxford, Department of Economics.
    8. Gong, X. & van Soest, A.H.O. & Zhang, P., 2000. "Sexual Bias and Household Consumption : A Semiparametic Analysis of Engel curves in Rural China," Discussion Paper 2000-45, Tilburg University, Center for Economic Research.
    9. Raymond Carroll & Xiaohong Chen & Yingyao Hu, 2010. "Identification and estimation of nonlinear models using two samples with nonclassical measurement errors," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 22(4), pages 419-423.
    10. Lance Lochner & Youngki Shin, 2014. "Understanding Earnings Dynamics: Identifying and Estimating the Changing Roles of Unobserved Ability, Permanent and Transitory Shocks," NBER Working Papers 20068, National Bureau of Economic Research, Inc.
    11. Orley Ashenfelter & Cecilia Rouse, 1998. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 253-284.
    12. Candelaria, Luis E. & Ura, Takuya, 2020. "Identification and Inference of Network Formation Games with Misclassified Links," The Warwick Economics Research Paper Series (TWERPS) 1258, University of Warwick, Department of Economics.
    13. Biørn, Erik, 2017. "Identification and Method of Moments Estimation in Polynomial Measurement Error Models," Memorandum 01/2017, Oslo University, Department of Economics.
    14. Xiaohong Chen & Yingyao Hu & Arthur Lewbel, 2007. "Nonparametric Identification of Regression Models Containing a Misclassified Dichotomous Regressor Without Instruments," Boston College Working Papers in Economics 675, Boston College Department of Economics.
    15. Mitali Das, 2000. "Instrumental Variables Estimation of Nonparametric Models with Discrete Endogenous Regressors," Econometric Society World Congress 2000 Contributed Papers 1008, Econometric Society.
    16. Takahide Yanagi, 2019. "Inference on local average treatment effects for misclassified treatment," Econometric Reviews, Taylor & Francis Journals, vol. 38(8), pages 938-960, September.
    17. Aucejo, Esteban M. & Coate, Patrick & Fruehwirth, Jane Cooley & Kelly, Sean & Mozenter, Zachary, 2018. "Teacher effectiveness and classroom composition," LSE Research Online Documents on Economics 91696, London School of Economics and Political Science, LSE Library.
    18. Aprajit Mahajan, 2006. "Identification and Estimation of Regression Models with Misclassification," Econometrica, Econometric Society, vol. 74(3), pages 631-665, May.
    19. Yingyao Hu & Arthur Lewbel & Susanne M. Schennach, 2007. "Nonparametric identification of the classical errors-in-variables model without side information," CeMMAP working papers CWP14/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    20. Shifei Yuan & Hongjie Wu & Chengliang Yin, 2013. "State of Charge Estimation Using the Extended Kalman Filter for Battery Management Systems Based on the ARX Battery Model," Energies, MDPI, vol. 6(1), pages 1-27, January.
    21. Breunig, Christoph, 2021. "Varying random coefficient models," Journal of Econometrics, Elsevier, vol. 221(2), pages 381-408.
    22. Geert Ridder & Yingyao Hu, 2004. "Estimation of Nonlinear Models with Measurement Error Using Marginal Information," Econometric Society 2004 North American Summer Meetings 21, Econometric Society.
    23. Xiaohong Chen & Han Hong & Denis Nekipelov, 2011. "Nonlinear Models of Measurement Errors," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 901-937, December.
    24. Daniel Miles & Andrés Pereyra & Máximo Rossi, 2000. "Income Elasticity of Environmental Amenities," Documentos de Trabajo (working papers) 0200, Department of Economics - dECON.
    25. Daniel Wilhelm, 2015. "Identification and estimation of nonparametric panel data regressions with measurement error," CeMMAP working papers CWP34/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    26. Candelaria, Luis E. & Ura, Takuya, 2023. "Identification and inference of network formation games with misclassified links," Journal of Econometrics, Elsevier, vol. 235(2), pages 862-891.
    27. Rulon D. Pope & Jeffrey T. LaFrance & Richard E. Just, 2007. "Imperfect Price Deflation in Production Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(3), pages 738-754.
    28. Moschini, GianCarlo, 1999. "Production Risk and the Estimation of Ex-ante Cost Functions," ISU General Staff Papers 199903010800001316, Iowa State University, Department of Economics.
    29. Song, Suyong, 2015. "Semiparametric estimation of models with conditional moment restrictions in the presence of nonclassical measurement errors," Journal of Econometrics, Elsevier, vol. 185(1), pages 95-109.
    30. Daniel Miles & Andrés Pereyra & Máximo Rossi, 2002. "The consistent estimation of income elasticity of environmental amenities in Uruguay," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 17(1), pages 67-89.
    31. Timothy Erickson & Toni M. Whited, 2006. "On the Accuracy of Different Measures of Q," Financial Management, Financial Management Association, vol. 35(3), Autumn.
    32. Christoph Breunig & Stephan Martin, 2020. "Nonclassical Measurement Error in the Outcome Variable," Papers 2009.12665, arXiv.org, revised May 2021.
    33. Xiaohong Chen & Yingyao Hu & Arthur Lewbel, 2007. "Nonparametric Identification and Estimation of Nonclassical Errors-in-Variables Models Without Additional Information," Boston College Working Papers in Economics 676, Boston College Department of Economics.
    34. Hyeog Ug Kwon & Futoshi Narita & Machiko Narita, 2015. "Resource Reallocation and Zombie Lending in Japan in the 1990s," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 709-732, October.
    35. De loecker, Jan & Collard-Wexler, Allan, 2016. "Production Function Estimation with Measurement Error in Inputs," CEPR Discussion Papers 11399, C.E.P.R. Discussion Papers.
    36. Xiaodong Gong & Laurie Brown, 2017. "The Impacts of the Presence of Disabled Members on Intra-household Allocation in Older Australian Households," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 50(4), pages 398-411, December.
    37. Arthur Lewbel & Samuel Norris & Krishna Pendakur & Xi Qu, 2022. "Consumption peer effects and utility needs in India," Quantitative Economics, Econometric Society, vol. 13(3), pages 1257-1295, July.
    38. Aprajit Mahajan, 2009. "Estimating Price Elasticities with Non-Linear Errors in Variables," Discussion Papers 08-045, Stanford Institute for Economic Policy Research.
    39. Richard E. Just & Rulon D. Pope, 2012. "Cost Function Estimation with Proportional Errors in Variables," International Econometric Review (IER), Econometric Research Association, vol. 4(2), pages 59-81, September.
    40. Battistin,Erich & De Nadai,Michele & Krishnan,Nandini, 2020. "The Insights and Illusions of Consumption Measurements," Policy Research Working Paper Series 9255, The World Bank.
    41. Glennon, Dennis & Kiefer, Hua & Mayock, Tom, 2018. "Measurement error in residential property valuation: An application of forecast combination," Journal of Housing Economics, Elsevier, vol. 41(C), pages 1-29.
    42. Allan Collard-Wexler & Jan De Loecker, 2016. "Production Function Estimation and Capital Measurement Error," NBER Working Papers 22437, National Bureau of Economic Research, Inc.
    43. Pei, Zhuan & Shen, Yi, 2016. "The Devil is in the Tails: Regression Discontinuity Design with Measurement Error in the Assignment Variable," IZA Discussion Papers 10320, Institute of Labor Economics (IZA).
    44. Li, Tong, 2002. "Robust and consistent estimation of nonlinear errors-in-variables models," Journal of Econometrics, Elsevier, vol. 110(1), pages 1-26, September.
    45. Hai Zhong, 2018. "Measuring Corruption in China: An Expenditure‐based Approach Using Household Survey Data," Economica, London School of Economics and Political Science, vol. 85(338), pages 383-405, April.
    46. Han Hong, 2010. "Comment for identification and estimation of nonlinear models using two samples with nonclassical measurement errors, by Carroll, Chen and Hu," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 22(4), pages 405-408.
    47. Laurence C. Baker, 1995. "HMOs and Fee-For-Service Health Care Expenditures: Evidence from Medicare," NBER Working Papers 5360, National Bureau of Economic Research, Inc.
    48. Christoph Breunig, 2018. "Varying Random Coefficient Models," Papers 1804.03110, arXiv.org, revised Aug 2020.
    49. Dalderop, Jeroen, 2023. "Semiparametric estimation of latent variable asset pricing models," Journal of Econometrics, Elsevier, vol. 236(1).
    50. Kato, Kengo & Sasaki, Yuya, 2019. "Uniform confidence bands for nonparametric errors-in-variables regression," Journal of Econometrics, Elsevier, vol. 213(2), pages 516-555.
    51. Wang, Liqun & Hsiao, Cheng, 2011. "Method of moments estimation and identifiability of semiparametric nonlinear errors-in-variables models," Journal of Econometrics, Elsevier, vol. 165(1), pages 30-44.
    52. Michele De Nadai & Arthur Lewbel, 2012. "Nonparametric Errors in Variables Models with Measurement Errors on both sides of the Equation," Boston College Working Papers in Economics 790, Boston College Department of Economics, revised 01 Jul 2013.
    53. Zapata, Hector O. & Sulgham, Anil K., 2006. "A Semiparametric Approach to Estimate Engel curves using the US Micro Data," 2006 Annual meeting, July 23-26, Long Beach, CA 21092, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    54. Tey, (John) Yeong-Sheng & Shamsudin, Mad Nasir & Mohamed, Zainalabidin & Abdullah, Amin Mahir & Radam, Alias, 2009. "Evidence of Engel curves in food away from home: A study of Malaysia," MPRA Paper 14833, University Library of Munich, Germany.
    55. Hennessy, Christopher A. & Levy, Amnon & Whited, Toni M., 2007. "Testing Q theory with financing frictions," Journal of Financial Economics, Elsevier, vol. 83(3), pages 691-717, March.
    56. Ben-Moshe, Dan & D’Haultfœuille, Xavier & Lewbel, Arthur, 2017. "Identification of additive and polynomial models of mismeasured regressors without instruments," Journal of Econometrics, Elsevier, vol. 200(2), pages 207-222.
    57. Dennis Epple & Brett Gordon & Holger Sieg, 2010. "A New Approach to Estimating the Production Function for Housing," American Economic Review, American Economic Association, vol. 100(3), pages 905-924, June.
    58. Shrabani Mukherjee & Subhadri Sankar Mallik & Debdulal Thakur, 2019. "Tracking Financial Inclusion in India: A Study of SHG Initiatives," Indian Journal of Human Development, , vol. 13(1), pages 32-46, April.
    59. Xiaohong Chen & Yingyao Hu, 2006. "Identification and Inference of Nonlinear Models Using Two Samples with Arbitrary Measurement Errors," Cowles Foundation Discussion Papers 1590, Cowles Foundation for Research in Economics, Yale University.
    60. Hu, Yingyao, 2008. "Identification and estimation of nonlinear models with misclassification error using instrumental variables: A general solution," Journal of Econometrics, Elsevier, vol. 144(1), pages 27-61, May.
    61. Nazmi Sari, 2002. "Do competition and managed care improve quality?," Health Economics, John Wiley & Sons, Ltd., vol. 11(7), pages 571-584, October.
    62. Baker, Laurence C., 1997. "The effect of HMOs on fee-for-service health care expenditures: Evidence from Medicare," Journal of Health Economics, Elsevier, vol. 16(4), pages 453-481, August.
    63. Robert Jennrich & Albert Satorra, 2016. "The Infinitesimal Jackknife and Moment Structure Analysis Using Higher Order Moments," Psychometrika, Springer;The Psychometric Society, vol. 81(1), pages 90-101, March.
    64. Hahn, Jinyong & Ridder, Geert, 2017. "Instrumental variable estimation of nonlinear models with nonclassical measurement error using control variables," Journal of Econometrics, Elsevier, vol. 200(2), pages 238-250.
    65. Kosuke Imai & Teppei Yamamoto, 2010. "Causal Inference with Differential Measurement Error: Nonparametric Identification and Sensitivity Analysis," American Journal of Political Science, John Wiley & Sons, vol. 54(2), pages 543-560, April.
    66. Ueda Atsuko, 2009. "Intergenerational Mobility of Earnings and Income in Japan," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-27, December.
    67. Dan A. Black & Thomas J. Kniesner, 2003. "On the Measurement of Job Risk in Hedonic Wage Models," Center for Policy Research Working Papers 49, Center for Policy Research, Maxwell School, Syracuse University.
    68. Richard Blundell & Xiaohong Chen & Dennis Kristensen, 2003. "Nonparametric IV estimation of shape-invariant Engel curves," CeMMAP working papers CWP15/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    69. Christine Mulhern & Isaac M. Opper, 2021. "Measuring and Summarizing the Multiple Dimensions of Teacher Effectiveness," CESifo Working Paper Series 9263, CESifo.
    70. Natalia, Khorunzhina & Wayne Roy, Gayle, 2011. "Heterogenous intertemporal elasticity of substitution and relative risk aversion: estimation of optimal consumption choice with habit formation and measurement errors," MPRA Paper 34329, University Library of Munich, Germany.
    71. Anish Agarwal & Rahul Singh, 2021. "Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy," Papers 2107.02780, arXiv.org, revised Feb 2024.
    72. Zheng Fang & Juwon Seo, 2019. "A Projection Framework for Testing Shape Restrictions That Form Convex Cones," Papers 1910.07689, arXiv.org, revised Sep 2021.
    73. Tey, (John) Yeong-Sheng & Shamsudin, Mad Nasir & Mohamed, Zainalabidin & Abdullah, Amin Mahir & Radam, Alias, 2008. "Demand analyses of food in Malaysia: Effects of model specification and demographic variables," MPRA Paper 15063, University Library of Munich, Germany.
    74. ZINDE-WALSH, Victoria, 2007. "Errors-in-Variables Models : A Generalized Functions Approach," Cahiers de recherche 14-2007, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    75. Friesner, Daniel L., 2003. "An empirical examination of cost-adjusting in outpatient clinics," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 31(6), pages 745-759.
    76. Gonzalo Camba-Mendez & George Kapetanios, 2005. "Statistical Tests of the Rank of a Matrix and Their Applications in Econometric Modelling," Working Papers 541, Queen Mary University of London, School of Economics and Finance.

Chapters

  1. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
    See citations under working paper version above.
  2. Orazio Attanasio & Erich Battistin & Hidehiko Ichimura, 2007. "What Really Happened to Consumption Inequality in the United States?," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 515-543, National Bureau of Economic Research, Inc.

    Cited by:

    1. Fatih Guvenen, 2011. "Macroeconomics with hetereogeneity : a practical guide," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 97(3Q), pages 255-326.
    2. Wojciech Kopczuk & Emmanuel Saez & Jae Song, 2007. "Uncovering the American Dream: Inequality and Mobility in Social Security Earnings Data since 1937," NBER Working Papers 13345, National Bureau of Economic Research, Inc.
    3. Coibion, Olivier & Gorodnichenko, Yuriy & Koustas, Dmitri, 2022. "Consumption Inequality and the Frequency of Purchases," Department of Economics, Working Paper Series qt5jm2t8tx, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    4. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2009. "Consumption and labor supply with partial insurance: an analytical framework," Staff Report 432, Federal Reserve Bank of Minneapolis.
    5. Violante, Giovanni & Heathcote, Jonathan & Perri, Fabrizio, 2009. "Unequal We Stand: An Empirical Analysis of Economic Inequality in the United States, 1967-2006," CEPR Discussion Papers 7538, C.E.P.R. Discussion Papers.
    6. Qingjie Xia & Shi Li & Lina Song, 2017. "Urban Consumption Inequality in China, 1995–2013," Working Papers id:12239, eSocialSciences.
    7. Vadym Lepetyuk & Christian A. Stoltenberg, 2013. "Reconciling Consumption Inequality with Income Inequality," Tinbergen Institute Discussion Papers 13-124/VI, Tinbergen Institute.
    8. Jonathan Heathcote & Fabrizio Perri & Giovanni Violante & Lichen Zhang, 2023. "More Unequal We Stand? Inequality Dynamics in the United States, 1967–2021," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 50, pages 235-266, October.
    9. Hau, Harald & Dautović, Ernest & Huang, Yi, 2017. "The Consumption Response to Minimum Wages: Evidence from Chinese Households," CEPR Discussion Papers 12057, C.E.P.R. Discussion Papers.
    10. Masaru INABA & Kengo NUTAHARA & Daichi SHIRAI, 2023. "Sources of Inequality and Business Cycles: Evidence from the US and Japan," CIGS Working Paper Series 23-006E, The Canon Institute for Global Studies.
    11. Athreya, Kartik & Tam, Xuan S. & Young, Eric R., 2009. "Unsecured credit markets are not insurance markets," Journal of Monetary Economics, Elsevier, vol. 56(1), pages 83-103, January.
    12. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
    13. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2020. "How Should Tax Progressivity Respond to Rising Income Inequality?," NBER Working Papers 28006, National Bureau of Economic Research, Inc.
    14. Vellekoop, Nathanael, 2018. "Explaining intra-monthly consumption patterns: The timing of income or the timing of consumption commitments?," SAFE Working Paper Series 237, Leibniz Institute for Financial Research SAFE.
    15. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2008. "The Macroeconomic Implications of Rising Wage Inequality in the United States," NBER Working Papers 14052, National Bureau of Economic Research, Inc.
    16. Jeehoon Han & Bruce D. Meyer & James X. Sullivan, 2018. "Inequality in the Joint Distribution of Consumption and Time Use," NBER Chapters, in: Inequality and Public Policy, Trans-Atlantic Public Economics Seminar 2018, National Bureau of Economic Research, Inc.
    17. Bruce D. Meyer & James X. Sullivan, 2017. "Consumption and income inequality in the US since the 1960s," AEI Economics Working Papers 953873, American Enterprise Institute.
    18. Jan Behringer & Till van Treeck, 2015. "Income distribution and the current account: a sectoral perspective," Working Papers 379, ECINEQ, Society for the Study of Economic Inequality.
    19. Jonathan Heathcote & Fabrizio Perri & Giovanni L. Violante & Lichen Zhang, 2023. "More Unequal We Stand? Inequality Dynamics in the United States, 1967–2021," Staff Report 648, Federal Reserve Bank of Minneapolis.
    20. Aliocha Accardo & Sylvérie Herbert & Cristina Jude & Adrian Penalver, 2023. "Measuring and Comparing Consumption Inequality between France and the United States," Working papers 904, Banque de France.
    21. Leandro De Magalhaes & Raul Santaeulalia-Llopis, 2018. "The Consumption, Income, and Wealth of the Poorest: An Empirical Analysis of Economic Inequality in Rural and Urban Sub-Saharan Africa for Macroeconomists," 2018 Meeting Papers 459, Society for Economic Dynamics.
    22. Heathcote, Jonathan & Storesletten, Kjetil & Violante, Giovanni L., 2008. "Insurance and opportunities: A welfare analysis of labor market risk," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 501-525, April.
    23. Till van Treeck, 2012. "Did inequality cause the U.S. financial crisis?," IMK Working Paper 91-2012, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    24. Neil Amin‐Smith & Orazio P. Attanasio, 2020. "Consumption and Wage Inequality in the US: The Dynamics of the Last Three Decades," Fiscal Studies, John Wiley & Sons, vol. 41(1), pages 7-38, March.
    25. Carlos Guerrero de Lizardi, 2010. "Alternative Consumer Price Indexes for Mexico," CID Working Papers 42, Center for International Development at Harvard University.
    26. Orazio Attanasio & Erik Hurst & Luigi Pistaferri, 2012. "The Evolution of Income, Consumption, and Leisure Inequality in The US, 1980-2010," NBER Working Papers 17982, National Bureau of Economic Research, Inc.
    27. Gervais, Martin & Klein, Paul, 2010. "Measuring consumption smoothing in CEX data," Journal of Monetary Economics, Elsevier, vol. 57(8), pages 988-999, November.
    28. Orazio Attanasio & Erik Hurst & Luigi Pistaferri, 2014. "The Evolution of Income, Consumption, and Leisure Inequality in the United States, 1980–2010," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 100-140, National Bureau of Economic Research, Inc.
    29. Mark Setterfield, 2018. "Managing the Discontent of the Losers," Working Papers 1816, New School for Social Research, Department of Economics.
    30. Sun, Gang, 2013. "Complete Markets Strikes Back: Revisiting Risk Sharing Tests under Discount Rate Heterogeneity," SIRE Discussion Papers 2013-96, Scottish Institute for Research in Economics (SIRE).
    31. Arthur Grimes & Sean Hyland, 2020. "Measuring cross‐country material wellbeing and inequality using consumer durables," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(3), pages 248-271, July.
    32. Qingjie Xia & Shi Li & Lina Song, 2017. "Consumption Inequality in Urban China, 1995-2013," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 201719, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    33. van Treeck, Till. & Sturn, Simon., 2012. "Income inequality as a cause of the Great Recession? : A survey of current debates," ILO Working Papers 994709343402676, International Labour Organization.

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