Guido Imbens
Personal Details
First Name: | Guido |
Middle Name: | |
Last Name: | Imbens |
Suffix: | |
RePEc Short-ID: | pim4 |
[This author has chosen not to make the email address public] | |
http://elsa.berkeley.edu/~imbens/ | |
department of economics 661 Evans Hall #3880 UC Berkeley Berkeley, CA 94720-3880 USA | |
650-642-5843 | |
Terminal Degree: | 1991 Economics Department; Brown University (from RePEc Genealogy) |
Affiliation
(99%) Graduate School of Business
Stanford University
Stanford, California (United States)http://www.gsb.stanford.edu/
RePEc:edi:gsstaus (more details at EDIRC)
(1%) National Bureau of Economic Research (NBER)
Cambridge, Massachusetts (United States)http://www.nber.org/
RePEc:edi:nberrus (more details at EDIRC)
Research output
Jump to: Working papers Articles Software EditorshipWorking papers
- Jann Spiess & Guido Imbens & Amar Venugopal, 2023.
"Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control,"
NBER Working Papers
31802, National Bureau of Economic Research, Inc.
- Jann Spiess & Guido Imbens & Amar Venugopal, 2023. "Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control," Papers 2305.00700, arXiv.org, revised Oct 2023.
- Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," NBER Working Papers 31942, National Bureau of Economic Research, Inc.
- Susan Athey & Peter J. Bickel & Aiyou Chen & Guido W. Imbens & Michael Pollmann, 2021.
"Semiparametric Estimation of Treatment Effects in Randomized Experiments,"
Papers
2109.02603, arXiv.org, revised Aug 2023.
- Athey, Susan & Bickel, Peter J. & Chen, Aiyou & Imbens, Guido W. & Pollmann, Michael, 2021. "Semiparametric Estimation of Treatment Effects in Randomized Experiments," Research Papers 3986, Stanford University, Graduate School of Business.
- Susan Athey & Peter J. Bickel & Aiyou Chen & Guido Imbens & Michael Pollmann, 2021. "Semiparametric Estimation of Treatment Effects in Randomized Experiments," NBER Working Papers 29242, National Bureau of Economic Research, Inc.
- Guido Imbens & Nathan Kallus & Xiaojie Mao, 2021. "Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models," Papers 2108.03849, arXiv.org.
- Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
- Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen, 2021. "Multiple Randomization Designs," Papers 2112.13495, arXiv.org.
- Xinkun Nie & Guido Imbens & Stefan Wager, 2021. "Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations," Papers 2112.04723, arXiv.org.
- Imbens, Guido, 2021. "Causality in econometrics: methods in conversation with practice," Nobel Prize in Economics documents 2021-5, Nobel Prize Committee.
- Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
- Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.
- Susan Athey & Raj Chetty & Guido Imbens, 2020. "Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes," Papers 2006.09676, arXiv.org.
- Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang, 2019. "The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely," NBER Working Papers 26463, National Bureau of Economic Research, Inc.
- Dmitry Arkhangelsky & Guido W. Imbens, 2019.
"Doubly Robust Identification for Causal Panel Data Models,"
Papers
1909.09412, arXiv.org, revised Feb 2022.
- Dmitry Arkhangelsky & Guido W. Imbens, 2021. "Double-Robust Identification for Causal Panel Data Models," NBER Working Papers 28364, National Bureau of Economic Research, Inc.
- Guido Imbens, 2019.
"Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics,"
NBER Working Papers
26104, National Bureau of Economic Research, Inc.
- Guido W. Imbens, 2020. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
- Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019.
"Synthetic Difference in Differences,"
Working Papers
wp2019_1907, CEMFI.
- Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
- Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference In Differences," NBER Working Papers 25532, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens & Jonas Metzger & Evan Munro, 2019.
"Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations,"
Papers
1909.02210, arXiv.org, revised Jul 2020.
- Athey, Susan & Imbens, Guido W. & Metzger, Jonas & Munro, Evan, 2024. "Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations," Journal of Econometrics, Elsevier, vol. 240(2).
- Susan Athey & Guido W. Imbens & Jonas Metzger & Evan M. Munro, 2019. "Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations," NBER Working Papers 26566, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2019.
"Machine Learning Methods Economists Should Know About,"
Papers
1903.10075, arXiv.org.
- Athey, Susan & Imbens, Guido W., 2019. "Machine Learning Methods Economists Should Know About," Research Papers 3776, Stanford University, Graduate School of Business.
- Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens, 2019.
"Optimal Experimental Design for Staggered Rollouts,"
Papers
1911.03764, arXiv.org, revised Sep 2023.
- Athey, Susan & Imbens, Guido W. & Bayati, Mohsen, 2019. "Optimal Experimental Design for Staggered Rollouts," Research Papers 3837, Stanford University, Graduate School of Business.
- Dmitry Arkhangelsky & Guido W. Imbens, 2019.
"The Role of the Propensity Score in Fixed Effect Models,"
Working Papers
wp2019_1905, CEMFI.
- Dmitry Arkhangelsky & Guido Imbens, 2018. "The Role of the Propensity Score in Fixed Effect Models," NBER Working Papers 24814, National Bureau of Economic Research, Inc.
- Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019.
"Ensemble Methods for Causal Effects in Panel Data Settings,"
Papers
1903.10079, arXiv.org.
- Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 65-70, May.
- Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," NBER Working Papers 25675, National Bureau of Economic Research, Inc.
- Guido Imbens & Konrad Menzel, 2018. "A Causal Bootstrap," NBER Working Papers 24833, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2018.
"Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption,"
Papers
1808.05293, arXiv.org, revised Sep 2018.
- Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
- Susan Athey & Guido W. Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," NBER Working Papers 24963, National Bureau of Economic Research, Inc.
- Athey, Susan & Imbens, Guido W., 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Research Papers 3712, Stanford University, Graduate School of Business.
- Imbens, Guido W., 2018. "Comments On: Understanding and Misunderstanding Randomized Controlled Trails by Cartwright and Deaton," Research Papers 3648, Stanford University, Graduate School of Business.
- Dmitry Arkhangelsky & Guido Imbens, 2018. "Fixed Effects and the Generalized Mundlak Estimator," Papers 1807.02099, arXiv.org, revised Aug 2023.
- Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017.
"Matrix Completion Methods for Causal Panel Data Models,"
Papers
1710.10251, arXiv.org, revised Apr 2022.
- Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
- Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2018. "Matrix Completion Methods for Causal Panel Data Models," NBER Working Papers 25132, National Bureau of Economic Research, Inc.
- Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens, 2017.
"Estimation Considerations in Contextual Bandits,"
Papers
1711.07077, arXiv.org, revised Dec 2018.
- Dimakopoulou, Maria & Athey, Susan & Imbens, Guido W., 2018. "Estimation Considerations in Contextual Bandits," Research Papers 3644, Stanford University, Graduate School of Business.
- Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017.
"Redefine Statistical Significance,"
Artefactual Field Experiments
00612, The Field Experiments Website.
- Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017.
"Sampling-based vs. Design-based Uncertainty in Regression Analysis,"
Papers
1706.01778, arXiv.org, revised Jun 2019.
- Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M., 2017. "Sampling-Based vs. Design-Based Uncertainty in Regression Analysis," Research Papers 3349, Stanford University, Graduate School of Business.
- Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017.
"When Should You Adjust Standard Errors for Clustering?,"
Papers
1710.02926, arXiv.org, revised Sep 2022.
- Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
- Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey, 2017. "When Should You Adjust Standard Errors for Clustering?," Research Papers repec:ecl:stabus:3596, Stanford University, Graduate School of Business.
- Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017.
"Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges,"
Papers
1702.01250, arXiv.org.
- Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
- Bryan S. Graham & Guido Imbens & Geert Ridder, 2016.
"Identification and efficiency bounds for the average match function under conditionally exogenous matching,"
CeMMAP working papers
CWP10/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2020. "Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 303-316, April.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2016. "Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching," NBER Working Papers 22098, National Bureau of Economic Research, Inc.
- Athey, Susan & Imbens, Guido W. & Wager, Stefan, 2016. "Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing," Research Papers 3408, Stanford University, Graduate School of Business.
- BERTANHA, Marinho & IMBENS, Guido W., 2016.
"External Validity in Fuzzy Regression Discontinuity Designs,"
LIDAM Discussion Papers CORE
2016025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Marinho Bertanha & Guido W. Imbens, 2020. "External Validity in Fuzzy Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 593-612, July.
- Marinho Bertanha & Guido W. Imbens, 2014. "External Validity in Fuzzy Regression Discontinuity Designs," NBER Working Papers 20773, National Bureau of Economic Research, Inc.
- Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang, 2016. "Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index," Papers 1603.09326, arXiv.org, revised Aug 2024.
- Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
- Susan Athey & Guido W. Imbens & Stefan Wager, 2016.
"Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions,"
Papers
1604.07125, arXiv.org, revised Jan 2018.
- Susan Athey & Guido W. Imbens & Stefan Wager, 2018. "Approximate residual balancing: debiased inference of average treatment effects in high dimensions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
- Susan Athey & Guido Imbens, 2016.
"The State of Applied Econometrics - Causality and Policy Evaluation,"
Papers
1607.00699, arXiv.org.
- Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015.
"Exact P-Values for Network Interference,"
Research Papers
3287, Stanford University, Graduate School of Business.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2015. "Exact P-values for Network Interference," NBER Working Papers 21313, National Bureau of Economic Research, Inc.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3351, Stanford University, Graduate School of Business.
- Athey, Susan & Imbens, Guido W., 2015. "Machine Learning for Estimating Heterogeneous Causal Effects," Research Papers 3350, Stanford University, Graduate School of Business.
- Yang, Shu & Imbens, Guido W. & Cui, Zhanglin & Faries, Douglas E. & Kadziola, Zbigniew, 2015.
"Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments,"
Research Papers
3381, Stanford University, Graduate School of Business.
- Shu Yang & Guido W. Imbens & Zhanglin Cui & Douglas E. Faries & Zbigniew Kadziola, 2016. "Propensity score matching and subclassification in observational studies with multi‐level treatments," Biometrics, The International Biometric Society, vol. 72(4), pages 1055-1065, December.
- Susan Athey & Guido Imbens, 2015. "Recursive Partitioning for Heterogeneous Causal Effects," Papers 1504.01132, arXiv.org, revised Dec 2015.
- Kolesar, Michal & Chetty, Raj & Friedman, John & Glaeser, Edward Ludwig & Imbens, Guido, 2015.
"Identification and Inference With Many Invalid Instruments,"
Scholarly Articles
27769098, Harvard University Department of Economics.
- Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens, 2015. "Identification and Inference With Many Invalid Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 474-484, October.
- Michal Kolesár & Raj Chetty & John N. Friedman & Edward L. Glaeser & Guido W. Imbens, 2011. "Identification and Inference with Many Invalid Instruments," NBER Working Papers 17519, National Bureau of Economic Research, Inc.
- Andrew Gelman & Guido Imbens, 2014.
"Why High-order Polynomials Should not be Used in Regression Discontinuity Designs,"
NBER Working Papers
20405, National Bureau of Economic Research, Inc.
- Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.
- Imbens, Guido W., 2014.
"Instrumental Variables: An Econometrician's Perspective,"
IZA Discussion Papers
8048, Institute of Labor Economics (IZA).
- Guido Imbens, 2014. "Instrumental Variables: An Econometrician's Perspective," NBER Working Papers 19983, National Bureau of Economic Research, Inc.
- Imbens, Guido W., 2014.
"Matching Methods in Practice: Three Examples,"
IZA Discussion Papers
8049, Institute of Labor Economics (IZA).
- Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
- Guido Imbens, 2014. "Matching Methods in Practice: Three Examples," NBER Working Papers 19959, National Bureau of Economic Research, Inc.
- Andrew Gelman & Guido Imbens, 2013. "Why ask Why? Forward Causal Inference and Reverse Causal Questions," NBER Working Papers 19614, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Michal Kolesar, 2012.
"Robust Standard Errors in Small Samples: Some Practical Advice,"
NBER Working Papers
18478, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Michal Kolesár, 2016. "Robust Standard Errors in Small Samples: Some Practical Advice," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 701-712, October.
- Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2011. "Robust Inference for Misspecified Models Conditional on Covariates," NBER Working Papers 17442, National Bureau of Economic Research, Inc.
- Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesar, 2010.
"Clustering, Spatial Correlations and Randomization Inference,"
NBER Working Papers
15760, National Bureau of Economic Research, Inc.
- Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012. "Clustering, Spatial Correlations, and Randomization Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2010. "Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach," NBER Working Papers 16499, National Bureau of Economic Research, Inc.
- Guido Imbens & Karthik Kalyanaraman, 2010.
"Optimal bandwidth choice for the regression discontinuity estimator,"
CeMMAP working papers
CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
- Imbens, Guido W. & Kalyanaraman, Karthik, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," IZA Discussion Papers 3995, Institute of Labor Economics (IZA).
- Guido Imbens & Karthik Kalyanaraman, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," NBER Working Papers 14726, National Bureau of Economic Research, Inc.
- Nicholas Christakis & James Fowler & Guido Imbens & Karthik Kalyanaraman, 2010.
"An empirical model for strategic network formation,"
CeMMAP working papers
CWP16/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Nicholas A. Christakis & James H. Fowler & Guido W. Imbens & Karthik Kalyanaraman, 2010. "An Empirical Model for Strategic Network Formation," NBER Working Papers 16039, National Bureau of Economic Research, Inc.
- Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido, 2009.
"Dealing with Limited Overlap in Estimation of Average Treatment Effects,"
Scholarly Articles
3007645, Harvard University Department of Economics.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009. "Dealing with limited overlap in estimation of average treatment effects," Biometrika, Biometrika Trust, vol. 96(1), pages 187-199.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2004. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Working Papers 0716, University of Miami, Department of Economics, revised 12 Jun 2007.
- Alberto Abadie & Guido W. Imbens, 2009.
"Matching on the Estimated Propensity Score,"
NBER Working Papers
15301, National Bureau of Economic Research, Inc.
- Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009.
"Recent Developments in the Econometrics of Program Evaluation,"
Scholarly Articles
3043416, Harvard University Department of Economics.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- 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.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute of Labor Economics (IZA).
- Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2009.
"Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis,"
NBER Working Papers
14860, National Bureau of Economic Research, Inc.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2014. "Complementarity and aggregate implications of assortative matching: A nonparametric analysis," Quantitative Economics, Econometric Society, vol. 5, pages 29-66, March.
- Abadie, Alberto & Imbens, Guido W., 2009.
"A Martingale Representation for Matching Estimators,"
IZA Discussion Papers
4073, Institute of Labor Economics (IZA).
- Alberto Abadie & Guido W. Imbens, 2012. "A Martingale Representation for Matching Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 833-843, June.
- Alberto Abadie & Guido Imbens, 2009. "A Martingale Representation for Matching Estimators," NBER Working Papers 14756, National Bureau of Economic Research, Inc.
- Guido W. Imbens, 2009.
"Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009),"
NBER Working Papers
14896, National Bureau of Economic Research, Inc.
- Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
- Imbens, Guido & Abadie, Alberto, 2008.
"On the Failure of the Bootstrap for Matching Estimators,"
Scholarly Articles
3043415, Harvard University Department of Economics.
- Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
- Alberto Abadie & Guido W. Imbens, 2006. "On the Failure of the Bootstrap for Matching Estimators," NBER Technical Working Papers 0325, National Bureau of Economic Research, Inc.
- Mitnik, Oscar K. & Imbens, Guido & Hotz, V. Joseph & Crump, Richard K., 2008.
"Nonparametric Tests for Treatment Effect Heterogeneity,"
Scholarly Articles
3039049, Harvard University Department of Economics.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 389-405, August.
- Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A., 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," IZA Discussion Papers 2091, Institute of Labor Economics (IZA).
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," Working Papers 0609, University of Miami, Department of Economics.
- 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.
- Lemieux, Thomas & Imbens, Guido, 2008. "The Regression Discontinuity Design — Theory and Applications," Scholarly Articles 3043411, Harvard University Department of Economics.
- Guido Imbens, 2007. "Estimating average treatment effects in Stata," West Coast Stata Users' Group Meetings 2007 18, Stata Users Group.
- Guido Imbens & Thomas Lemieux, 2007.
"Regression Discontinuity Designs: A Guide to Practice,"
NBER Technical Working Papers
0337, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Working Papers 13039, National Bureau of Economic Research, Inc.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006.
"Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program,"
NBER Working Papers
11939, National Bureau of Economic Research, Inc.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
- Imbens, Guido W. & Lynch, Lisa M., 2006.
"Re-Employment Probabilities over the Business Cycle,"
IZA Discussion Papers
2167, Institute of Labor Economics (IZA).
- Guido Imbens & Lisa Lynch, 2006. "Re-employment probabilities over the business cycle," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 5(2), pages 111-134, August.
- Guido W. Imbens & Lisa M. Lynch, 1993. "Re-Employment Probabilities over the Business Cycle," NBER Working Papers 4585, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2006.
"Discrete Choice Models with Multiple Unobserved Choice Characteristics,"
Levine's Bibliography
122247000000001040, UCLA Department of Economics.
- Susan Athey & Guido W. Imbens, 2007. "Discrete Choice Models With Multiple Unobserved Choice Characteristics," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1159-1192, November.
- Guido W. Imbens, 2006. "Matching methods for estimating treatment effects using Stata," North American Stata Users' Group Meetings 2006 13, Stata Users Group.
- Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A., 2006.
"Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand,"
IZA Discussion Papers
2347, Institute of Labor Economics (IZA).
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand," Working Papers 0608, University of Miami, Department of Economics.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Whitney Newey & Geert Ridder, 2005.
"Mean-square-error Calculations for Average Treatment Effects,"
IEPR Working Papers
05.34, Institute of Economic Policy Research (IEPR).
- Guido W. Imbens & Whitney Newey & Geert Ridder, 2006. "Mean-squared-error Calculations for Average Treatment Effects," IEPR Working Papers 06.57, Institute of Economic Policy Research (IEPR).
- Whitney Newey & Guido Imbens, 2004.
"Identification and Estimation of Triangular Simultaneous Equations Models without Additivity,"
Econometric Society 2004 North American Summer Meetings
594, Econometric Society.
- 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.
- Guido W. Imbens & Whitney K. Newey, 2002. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," NBER Technical Working Papers 0285, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2003.
"Identification and Inference in Nonlinear Difference-in-Differences Models,"
Levine's Working Paper Archive
506439000000000079, David K. Levine.
- Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
- Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
- 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.
- Guido W. Imbens & Charles F. Manski, 2004. "Confidence Intervals for Partially Identified Parameters," Econometrica, Econometric Society, vol. 72(6), pages 1845-1857, November.
- Guido Imbens & Charles F. Manski, 2003. "Confidence intervals for partially identified parameters," CeMMAP working papers 09/03, Institute for Fiscal Studies.
- Guido W. Imbens, 2003.
"Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review,"
NBER Technical Working Papers
0294, National Bureau of Economic Research, Inc.
- Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
- 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.
- Guido Imbens, 2000.
"Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score,"
Econometric Society World Congress 2000 Contributed Papers
1166, Econometric Society.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," NBER Technical Working Papers 0251, National Bureau of Economic Research, Inc.
- Dean R. Hyslop & Guido W. Imbens, 2000.
"Bias from Classical and Other Forms of Measurement Error,"
NBER Technical Working Papers
0257, National Bureau of Economic Research, Inc.
- Hyslop, Dean R & Imbens, Guido W, 2001. "Bias from Classical and Other Forms of Measurement Error," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 475-481, October.
- Imbens, Guido W. & Pizer, William A., 2000.
"The Analysis of Randomized Experiments with Missing Data,"
Discussion Papers
10596, Resources for the Future.
- Pizer, William & Imbens, Guido, 2000. "The Analysis of Randomized Experiments with Missing Data," RFF Working Paper Series dp-00-19, Resources for the Future.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2000.
"The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program,"
NBER Working Papers
8007, National Bureau of Economic Research, Inc.
- V. Joseph Hotz & Guido Imbens & Jacob Alex Klerman, 2001. "The Long-Term Gains from GAIN A Re-Analysis of the Impacts of the California GAIN Program," Working Papers DRU-2340, RAND Corporation.
- Alberto Abadie & Joshua Angrist & Guido Imbens, 1999.
"Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings,"
Working papers
99-16, Massachusetts Institute of Technology (MIT), Department of Economics.
- Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
- Guido W. Imbens, 1999. "The Role of the Propensity Score in Estimating Dose-Response Functions," NBER Technical Working Papers 0237, National Bureau of Economic Research, Inc.
- V. Joseph Hotz & Guido W. Imbens & Julie H. Mortimer, 1999. "Predicting the Efficacy of Future Training Programs Using Past Experiences," NBER Technical Working Papers 0238, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Donald B. Rubin & Bruce Sacerdote, 1999.
"Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players,"
NBER Working Papers
7001, National Bureau of Economic Research, Inc.
- Imbens, G.W. & Rubin, D. & Sacerdote, B., 1999. "Estimating the effect of unearned income on labor supply, earnings, savings and consumption : Evidence from a survey of lottery players," Discussion Paper 99.34, Tilburg University, Center for Economic Research.
- Imbens, G.W. & Rubin, D. & Sacerdote, B., 1999. "Estimating the effect of unearned income on labor supply, earnings, savings and consumption : Evidence from a survey of lottery players," Other publications TiSEM 43407245-d868-4cec-b289-c, Tilburg University, School of Economics and Management.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin, 1998.
"Combining Panel Data Sets with Attrition and Refreshment Samples,"
NBER Technical Working Papers
0230, National Bureau of Economic Research, Inc.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001. "Combining Panel Data Sets with Attrition and Refreshment Samples," Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," Tinbergen Institute Discussion Papers 98-033/4, Tinbergen Institute.
- Alberto Abadie & Joshua D. Angrist & Guido W. Imbens, 1998. "Instrumental Variables Estimation of Quantile Treatment Effects," NBER Technical Working Papers 0229, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Judith K. Hellerstein, 1996.
"Imposing Moment Restrictions from Auxiliary Data by Weighting,"
NBER Technical Working Papers
0202, National Bureau of Economic Research, Inc.
- Judith K. Hellerstein & Guido W. Imbens, 1999. "Imposing Moment Restrictions From Auxiliary Data By Weighting," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 1-14, February.
- Gary Chamberlain & Guido W. Imbens, 1996.
"Hierarchical Bayes Models with Many Instrumental Variables,"
Harvard Institute of Economic Research Working Papers
1781, Harvard - Institute of Economic Research.
- Gary Chamberlain & Guido W. Imbens, 1996. "Hierarchical Bayes Models with Many Instrumental Variables," NBER Technical Working Papers 0204, National Bureau of Economic Research, Inc.
- Chamberlain, Gary & Imbens, Guido, 1996. "Hierarchical Bayes Models with Many Instrumental Variables," Scholarly Articles 3221489, Harvard University Department of Economics.
- Gary Chamberlain & Guido W. Imbens, 1996.
"Nonparametric Applications of Bayesian Inference,"
Harvard Institute of Economic Research Working Papers
1772, Harvard - Institute of Economic Research.
- Chamberlain, Gary & Imbens, Guido W, 2003. "Nonparametric Applications of Bayesian Inference," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 12-18, January.
- Gary Chamberlain & Guido W. Imbens, 1996. "Nonparametric Applications of Bayesian Inference," NBER Technical Working Papers 0200, National Bureau of Economic Research, Inc.
- Imbens, Guido & Chamberlain, Gary, 1996. "Nonparametric Applications of Bayesian Inference," Scholarly Articles 3221493, Harvard University Department of Economics.
- Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 1995. "Non-Parametric Demand Analysis with an Application to the Demand for Fish," NBER Technical Working Papers 0178, National Bureau of Economic Research, Inc.
- Gary Chamberlain & Guido W. Imbens, 1995. "Semiparametric Applications of Bayesian Influence," Harvard Institute of Economic Research Working Papers 1716, Harvard - Institute of Economic Research.
- Joshua D. Angrist & Guido W. Imbens & Alan Krueger, 1995.
"Jackknife Instrumental Variables Estimation,"
NBER Technical Working Papers
0172, National Bureau of Economic Research, Inc.
- Angrist, J D & Imbens, G W & Krueger, A B, 1999. "Jackknife Instrumental Variables Estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(1), pages 57-67, Jan.-Feb..
- Guido W. Imbens & Phillip Johnson & Richard H. Spady, 1995.
"Information Theoretic Approaches to Inference in Moment Condition Models,"
Harvard Institute of Economic Research Working Papers
1736, Harvard - Institute of Economic Research.
- Guido W. Imbens & Richard H. Spady & Phillip Johnson, 1998. "Information Theoretic Approaches to Inference in Moment Condition Models," Econometrica, Econometric Society, vol. 66(2), pages 333-358, March.
- Guido W Imbens, Phillip Johnson & Richard H Spady, "undated". "Information theoretic approaches to inference in moment condition model," Economics Papers W12., Economics Group, Nuffield College, University of Oxford.
- Guido W. Imbens & Phillip Johnson & Richard H. Spady, 1995. "Information Theoretic Approaches to Inference in Moment Condition Models," NBER Technical Working Papers 0186, National Bureau of Economic Research, Inc.
- Imbens, G.W. & Johnson, P. & Spady, R.H., 1995. "Information Theoretic Approaches to Inference in Movement Condition Models," Economics Papers 99, Economics Group, Nuffield College, University of Oxford.
- Joshua D. Angrist & Guido W. Imbens, 1995.
"Identification and Estimation of Local Average Treatment Effects,"
NBER Technical Working Papers
0118, National Bureau of Economic Research, Inc.
- Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Imbens, G.W. & Hellerstein, J.K., 1993. "Raking and Regression," Harvard Institute of Economic Research Working Papers 1657, Harvard - Institute of Economic Research.
- Imbens, G., 1993. "A New Approach to Generalized Method on Moments Estimation," Harvard Institute of Economic Research Working Papers 1633, Harvard - Institute of Economic Research.
- Joshua D. Angrist & Guido W. Imbens & D.B. Rubin, 1993. "Identification of Causal Effects Using Instrumental Variables," NBER Technical Working Papers 0136, National Bureau of Economic Research, Inc.
- Imbens, G. & Van Der Klaauw, W., 1993.
"Evaluating the Cost of Conscription in the Netherlands,"
Working Papers
93-24, C.V. Starr Center for Applied Economics, New York University.
- Imbens, Guido & van der Klaauw, Wilbert, 1995. "Evaluating the Cost of Conscription in The Netherlands," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 207-215, April.
- Imbens, G. & Van Der Klaauw, W., 1993. "Evaluating the Cost of Conscription in the Netherlands," Harvard Institute of Economic Research Working Papers 1632, Harvard - Institute of Economic Research.
- Imbens, G. & Angrist, J.D., 1992.
"Average Causal Response with Variable Treatment Intensity,"
Harvard Institute of Economic Research Working Papers
1611, Harvard - Institute of Economic Research.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Average Causal Response with Variable Treatment Intensity," NBER Technical Working Papers 0127, National Bureau of Economic Research, Inc.
- Angrist, J.D. & Imbens, G.W., 1992. "Average Causal Response with Variable Treatment Intensity," Papers 9234, Tilburg - Center for Economic Research.
- Angrist, J.D. & Imbens, G.W., 1992. "Average causal response with variable treatment intensity," Discussion Paper 1992-34, Tilburg University, Center for Economic Research.
- Imbens, G. & Lancaster, T., 1992.
"Case-Control Studies with Contaminated Controls,"
Harvard Institute of Economic Research Working Papers
1612, Harvard - Institute of Economic Research.
- Lancaster, Tony & Imbens, Guido, 1996. "Case-control studies with contaminated controls," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 145-160.
- Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Discussion Paper 1993-7, Tilburg University, Center for Economic Research.
- Imbens, G. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Papers 9307, Tilburg - Center for Economic Research.
- Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Other publications TiSEM 2c3f716c-cded-45a2-9db7-7, Tilburg University, School of Economics and Management.
- Imbens, G.W., 1992. "Evolution and Rationality Some Recent Game-Theoretic Results. Identification and Estimation of Local Average Treatment Effects," Harvard Institute of Economic Research Working Papers 1617, Harvard - Institute of Economic Research.
- Imbens, G.W., 1991.
"An Efficient Method Of Moments Estimator For Discrete Choice Models With Choice-Based Sampling,"
Harvard Institute of Economic Research Working Papers
1546, Harvard - Institute of Economic Research.
- Imbens, Guido W, 1992. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Econometrica, Econometric Society, vol. 60(5), pages 1187-1214, September.
- Imbens, G.W., 1990. "An Efficient Method Of Moments Estimator For Descrete Choice Models With Choice-Based Sampling," Papers 9009, Tilburg - Center for Economic Research.
- Imbens, G.W., 1990. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Discussion Paper 1990-9, Tilburg University, Center for Economic Research.
- Imbens, G.W., 1990. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Other publications TiSEM 67d429fa-530b-450d-ad86-5, Tilburg University, School of Economics and Management.
- Imbens, G.W. & Lancaster, T., 1991.
"Combining Micro and Macro Data in Microeconometric Models,"
Harvard Institute of Economic Research Working Papers
1578, Harvard - Institute of Economic Research.
- Guido W. Imbens & Tony Lancaster, 1994. "Combining Micro and Macro Data in Microeconometric Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 655-680.
- Angrist, J.D. & Imbens, G.W., 1991.
"Sources of Identifying Information in Evaluation Models,"
Harvard Institute of Economic Research Working Papers
1568, Harvard - Institute of Economic Research.
- Angrist, J.D. & Imbens, G.W., 1991. "Sources of Identifying Information in Evaluation Models," Papers 9142, Tilburg - Center for Economic Research.
- Angrist, J.D. & Imbens, G.W., 1991. "Sources of identifying information in evaluation models," Other publications TiSEM cc3993d0-e59d-408d-9ba0-4, Tilburg University, School of Economics and Management.
- Joshua D. Angrist & Guido W. Imbens, 1991. "Sources of Identifying Information in Evaluation Models," NBER Technical Working Papers 0117, National Bureau of Economic Research, Inc.
- Angrist, J.D. & Imbens, G.W., 1991. "Sources of identifying information in evaluation models," Discussion Paper 1991-42, Tilburg University, Center for Economic Research.
- Imbens, G. & Lancaster, T., 1991.
"Efficient Estimation And Stratified Sampling,"
Harvard Institute of Economic Research Working Papers
1545, Harvard - Institute of Economic Research.
- Imbens, Guido W. & Lancaster, Tony, 1996. "Efficient estimation and stratified sampling," Journal of Econometrics, Elsevier, vol. 74(2), pages 289-318, October.
- Imbens, G. & Lancaster, T., 1991. "Efficient Estimation and Stratified Sampling," Papers 9145, Tilburg - Center for Economic Research.
- Imbens, G.W. & Lancaster, T., 1991. "Efficient estimation and stratified sampling," Discussion Paper 1991-45, Tilburg University, Center for Economic Research.
- Imbens, G.W., 1989.
"Duration models with time-varying coefficients,"
Research Memorandum
FEW 416, Tilburg University, School of Economics and Management.
- Imbens, G.W., 1989. "Duration models with time-varying coefficients," Other publications TiSEM 8432944f-1cfc-4403-bcbe-4, Tilburg University, School of Economics and Management.
- Imbens, G.W., 1989.
"Efficient estimation of choice-based sample methods with the method of moments,"
Research Memorandum
FEW 417, Tilburg University, School of Economics and Management.
- Imbens, G.W., 1989. "Efficient estimation of choice-based sample methods with the method of moments," Other publications TiSEM c5345544-69b5-423f-9036-2, Tilburg University, School of Economics and Management.
- P. Schochet & T. Cook & J. Deke & G. Imbens & J.R. Lockwood & J. Porter & J. Smith, "undated". "Standards for Regression Discontinuity Designs," Mathematica Policy Research Reports e5d6da12fbe441b88cb04013d, Mathematica Policy Research.
Articles
- Athey, Susan & Imbens, Guido W., 2022.
"Design-based analysis in Difference-In-Differences settings with staggered adoption,"
Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
- Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
- Susan Athey & Guido W. Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," NBER Working Papers 24963, National Bureau of Economic Research, Inc.
- Athey, Susan & Imbens, Guido W., 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Research Papers 3712, Stanford University, Graduate School of Business.
- Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021.
"Synthetic Difference-in-Differences,"
American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
- Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference In Differences," NBER Working Papers 25532, National Bureau of Economic Research, Inc.
- Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2019. "Synthetic Difference in Differences," Working Papers wp2019_1907, CEMFI.
- Guido W. Imbens, 2021. "Statistical Significance, p-Values, and the Reporting of Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 35(3), pages 157-174, Summer.
- Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021.
"Matrix Completion Methods for Causal Panel Data Models,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
- Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2018. "Matrix Completion Methods for Causal Panel Data Models," NBER Working Papers 25132, National Bureau of Economic Research, Inc.
- Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2017. "Matrix Completion Methods for Causal Panel Data Models," Papers 1710.10251, arXiv.org, revised Apr 2022.
- Guido W. Imbens, 2020.
"Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics,"
Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
- Guido Imbens, 2019. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," NBER Working Papers 26104, National Bureau of Economic Research, Inc.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2020.
"Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 303-316, April.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2016. "Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching," NBER Working Papers 22098, National Bureau of Economic Research, Inc.
- Bryan S. Graham & Guido Imbens & Geert Ridder, 2016. "Identification and efficiency bounds for the average match function under conditionally exogenous matching," CeMMAP working papers CWP10/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Marinho Bertanha & Guido W. Imbens, 2020.
"External Validity in Fuzzy Regression Discontinuity Designs,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 593-612, July.
- BERTANHA, Marinho & IMBENS, Guido W., 2016. "External Validity in Fuzzy Regression Discontinuity Designs," LIDAM Discussion Papers CORE 2016025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Marinho Bertanha & Guido W. Imbens, 2014. "External Validity in Fuzzy Regression Discontinuity Designs," NBER Working Papers 20773, National Bureau of Economic Research, Inc.
- Susan Athey & Guido W. Imbens & Michael Pollmann, 2019. "Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 114(528), pages 1602-1604, October.
- Andrew Gelman & Guido Imbens, 2019.
"Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
- Andrew Gelman & Guido Imbens, 2014. "Why High-order Polynomials Should not be Used in Regression Discontinuity Designs," NBER Working Papers 20405, National Bureau of Economic Research, Inc.
- Susan Athey & Guido W. Imbens, 2019. "Machine Learning Methods That Economists Should Know About," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 685-725, August.
- Guido Imbens & Stefan Wager, 2019. "Optimized Regression Discontinuity Designs," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 264-278, May.
- Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019.
"Ensemble Methods for Causal Effects in Panel Data Settings,"
AEA Papers and Proceedings, American Economic Association, vol. 109, pages 65-70, May.
- Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," NBER Working Papers 25675, National Bureau of Economic Research, Inc.
- Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," Papers 1903.10079, arXiv.org.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2018.
"Exact p-Values for Network Interference,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2015. "Exact P-values for Network Interference," NBER Working Papers 21313, National Bureau of Economic Research, Inc.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3351, Stanford University, Graduate School of Business.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3287, Stanford University, Graduate School of Business.
- Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018.
"Redefine statistical significance,"
Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
- Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
- Susan Athey & Guido W. Imbens & Stefan Wager, 2018.
"Approximate residual balancing: debiased inference of average treatment effects in high dimensions,"
Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 80(4), pages 597-623, September.
- Susan Athey & Guido W. Imbens & Stefan Wager, 2016. "Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions," Papers 1604.07125, arXiv.org, revised Jan 2018.
- Susan Athey & Guido W. Imbens, 2017.
"The State of Applied Econometrics: Causality and Policy Evaluation,"
Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
- Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
- Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017.
"Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges,"
American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
- Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," Papers 1702.01250, arXiv.org.
- Shu Yang & Guido W. Imbens & Zhanglin Cui & Douglas E. Faries & Zbigniew Kadziola, 2016.
"Propensity score matching and subclassification in observational studies with multi‐level treatments,"
Biometrics, The International Biometric Society, vol. 72(4), pages 1055-1065, December.
- Yang, Shu & Imbens, Guido W. & Cui, Zhanglin & Faries, Douglas E. & Kadziola, Zbigniew, 2015. "Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments," Research Papers 3381, Stanford University, Graduate School of Business.
- Alberto Abadie & Guido W. Imbens, 2016.
"Matching on the Estimated Propensity Score,"
Econometrica, Econometric Society, vol. 84, pages 781-807, March.
- Alberto Abadie & Guido W. Imbens, 2009. "Matching on the Estimated Propensity Score," NBER Working Papers 15301, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Michal Kolesár, 2016.
"Robust Standard Errors in Small Samples: Some Practical Advice,"
The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 701-712, October.
- Guido W. Imbens & Michal Kolesar, 2012. "Robust Standard Errors in Small Samples: Some Practical Advice," NBER Working Papers 18478, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2015. "A Measure of Robustness to Misspecification," American Economic Review, American Economic Association, vol. 105(5), pages 476-480, May.
- Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens, 2015.
"Identification and Inference With Many Invalid Instruments,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 474-484, October.
- Kolesar, Michal & Chetty, Raj & Friedman, John & Glaeser, Edward Ludwig & Imbens, Guido, 2015. "Identification and Inference With Many Invalid Instruments," Scholarly Articles 27769098, Harvard University Department of Economics.
- Michal Kolesár & Raj Chetty & John N. Friedman & Edward L. Glaeser & Guido W. Imbens, 2011. "Identification and Inference with Many Invalid Instruments," NBER Working Papers 17519, National Bureau of Economic Research, Inc.
- Guido W. Imbens, 2015.
"Matching Methods in Practice: Three Examples,"
Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
- Guido Imbens, 2014. "Matching Methods in Practice: Three Examples," NBER Working Papers 19959, National Bureau of Economic Research, Inc.
- Imbens, Guido W., 2014. "Matching Methods in Practice: Three Examples," IZA Discussion Papers 8049, Institute of Labor Economics (IZA).
- Alberto Abadie & Guido W. Imbens & Fanyin Zheng, 2014. "Inference for Misspecified Models With Fixed Regressors," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(508), pages 1601-1614, December.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2014.
"Complementarity and aggregate implications of assortative matching: A nonparametric analysis,"
Quantitative Economics, Econometric Society, vol. 5, pages 29-66, March.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2009. "Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis," NBER Working Papers 14860, National Bureau of Economic Research, Inc.
- Guido Imbens, 2013. "Book Review Feature: Public Policy in an Uncertain World : By Charles F. Manski (Cambridge, MA: Harvard University Press. 2013, pp. 224, $39.95. ISBN: 978‐0674066892)," Economic Journal, Royal Economic Society, vol. 0, pages 401-411, August.
- Paul Goldsmith-Pinkham & Guido W. Imbens, 2013. "Social Networks and the Identification of Peer Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 253-264, July.
- Paul Goldsmith-Pinkham & Guido Imbens, 2013. "Rejoinder," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 279-281, July.
- Guido Imbens & Karthik Kalyanaraman, 2012.
"Optimal Bandwidth Choice for the Regression Discontinuity Estimator,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
- Imbens, Guido W. & Kalyanaraman, Karthik, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," IZA Discussion Papers 3995, Institute of Labor Economics (IZA).
- Guido Imbens & Karthik Kalyanaraman, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," NBER Working Papers 14726, National Bureau of Economic Research, Inc.
- Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Alberto Abadie & Guido W. Imbens, 2012.
"A Martingale Representation for Matching Estimators,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 833-843, June.
- Alberto Abadie & Guido Imbens, 2009. "A Martingale Representation for Matching Estimators," NBER Working Papers 14756, National Bureau of Economic Research, Inc.
- Abadie, Alberto & Imbens, Guido W., 2009. "A Martingale Representation for Matching Estimators," IZA Discussion Papers 4073, Institute of Labor Economics (IZA).
- Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012.
"Clustering, Spatial Correlations, and Randomization Inference,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
- Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesar, 2010. "Clustering, Spatial Correlations and Randomization Inference," NBER Working Papers 15760, National Bureau of Economic Research, Inc.
- Abadie, Alberto & Imbens, Guido W., 2011.
"Bias-Corrected Matching Estimators for Average Treatment Effects,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
- Alberto Abadie & Guido W. Imbens, 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 1-11, January.
- Guido W. Imbens, 2010.
"Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009),"
Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
- Guido W. Imbens, 2009. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," NBER Working Papers 14896, National Bureau of Economic Research, Inc.
- Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K., 2009. "Choosing instrumental variables in conditional moment restriction models," Journal of Econometrics, Elsevier, vol. 152(1), pages 28-36, September.
- 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.
- Whitney Newey & Guido Imbens, 2004. "Identification and Estimation of Triangular Simultaneous Equations Models without Additivity," Econometric Society 2004 North American Summer Meetings 594, Econometric Society.
- Guido W. Imbens & Whitney K. Newey, 2002. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," NBER Technical Working Papers 0285, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009.
"Recent Developments in the Econometrics of Program Evaluation,"
Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- 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.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute of Labor Economics (IZA).
- Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009.
"Dealing with limited overlap in estimation of average treatment effects,"
Biometrika, Biometrika Trust, vol. 96(1), pages 187-199.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2004. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Working Papers 0716, University of Miami, Department of Economics, revised 12 Jun 2007.
- Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido, 2009. "Dealing with Limited Overlap in Estimation of Average Treatment Effects," Scholarly Articles 3007645, Harvard University Department of Economics.
- Imbens, Guido & Lemieux, Thomas, 2008. "Special issue editors' introduction: The regression discontinuity design--Theory and applications," Journal of Econometrics, Elsevier, vol. 142(2), pages 611-614, February.
- Alberto Abadie & Guido W. Imbens, 2008.
"On the Failure of the Bootstrap for Matching Estimators,"
Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
- Alberto Abadie & Guido W. Imbens, 2006. "On the Failure of the Bootstrap for Matching Estimators," NBER Technical Working Papers 0325, National Bureau of Economic Research, Inc.
- Imbens, Guido & Abadie, Alberto, 2008. "On the Failure of the Bootstrap for Matching Estimators," Scholarly Articles 3043415, Harvard University Department of Economics.
- Alberto Abadie & Guido W. Imbens, 2008. "Estimation of the Conditional Variance in Paired Experiments," Annals of Economics and Statistics, GENES, issue 91-92, pages 175-187.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2008.
"Nonparametric Tests for Treatment Effect Heterogeneity,"
The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 389-405, August.
- Mitnik, Oscar K. & Imbens, Guido & Hotz, V. Joseph & Crump, Richard K., 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," Scholarly Articles 3039049, Harvard University Department of Economics.
- Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A., 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," IZA Discussion Papers 2091, Institute of Labor Economics (IZA).
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," Working Papers 0609, University of Miami, Department of Economics.
- 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.
- Imbens, Guido W. & Lemieux, Thomas, 2008.
"Regression discontinuity designs: A guide to practice,"
Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Working Papers 13039, National Bureau of Economic Research, Inc.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.
- Guido W. Imbens, 2007. "Matched Sampling for Causal Effects by Donald B. Rubin," International Statistical Review, International Statistical Institute, vol. 75(2), pages 257-258, August.
- Chernozhukov, Victor & Imbens, Guido W. & Newey, Whitney K., 2007. "Instrumental variable estimation of nonseparable models," Journal of Econometrics, Elsevier, vol. 139(1), pages 4-14, July.
- Susan Athey & Guido W. Imbens, 2007.
"Discrete Choice Models With Multiple Unobserved Choice Characteristics,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1159-1192, November.
- Susan Athey & Guido Imbens, 2006. "Discrete Choice Models with Multiple Unobserved Choice Characteristics," Levine's Bibliography 122247000000001040, UCLA Department of Economics.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006.
"Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program,"
Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
- V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program," NBER Working Papers 11939, National Bureau of Economic Research, Inc.
- Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
- Guido Imbens & Lisa Lynch, 2006.
"Re-employment probabilities over the business cycle,"
Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 5(2), pages 111-134, August.
- Guido W. Imbens & Lisa M. Lynch, 1993. "Re-Employment Probabilities over the Business Cycle," NBER Working Papers 4585, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Lynch, Lisa M., 2006. "Re-Employment Probabilities over the Business Cycle," IZA Discussion Papers 2167, Institute of Labor Economics (IZA).
- Susan Athey & Guido W. Imbens, 2006.
"Identification and Inference in Nonlinear Difference-in-Differences Models,"
Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
- Susan Athey & Guido W. Imbens, 2002. "Identification and Inference in Nonlinear Difference-In-Differences Models," NBER Technical Working Papers 0280, National Bureau of Economic Research, Inc.
- Susan Athey & Guido Imbens, 2003. "Identification and Inference in Nonlinear Difference-in-Differences Models," Levine's Working Paper Archive 506439000000000079, David K. Levine.
- Joseph Hotz, V. & Imbens, Guido W. & Mortimer, Julie H., 2005. "Predicting the efficacy of future training programs using past experiences at other locations," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 241-270.
- Guido W. Imbens & Paul R. Rosenbaum, 2005. "Robust, accurate confidence intervals with a weak instrument: quarter of birth and education," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(1), pages 109-126, January.
- Guido W. Imbens & Charles F. Manski, 2004.
"Confidence Intervals for Partially Identified Parameters,"
Econometrica, Econometric Society, vol. 72(6), pages 1845-1857, November.
- 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.
- Guido Imbens & Charles F. Manski, 2003. "Confidence intervals for partially identified parameters," CeMMAP working papers 09/03, Institute for Fiscal Studies.
- Guido W. Imbens, 2004.
"Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review,"
The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
- Guido W. Imbens, 2003. "Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review," NBER Technical Working Papers 0294, National Bureau of Economic Research, Inc.
- Gary Chamberlain & Guido Imbens, 2004. "Random Effects Estimators with many Instrumental Variables," Econometrica, Econometric Society, vol. 72(1), pages 295-306, January.
- Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
- Chamberlain, Gary & Imbens, Guido W, 2003.
"Nonparametric Applications of Bayesian Inference,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 12-18, January.
- Gary Chamberlain & Guido W. Imbens, 1996. "Nonparametric Applications of Bayesian Inference," Harvard Institute of Economic Research Working Papers 1772, Harvard - Institute of Economic Research.
- Gary Chamberlain & Guido W. Imbens, 1996. "Nonparametric Applications of Bayesian Inference," NBER Technical Working Papers 0200, National Bureau of Economic Research, Inc.
- Imbens, Guido & Chamberlain, Gary, 1996. "Nonparametric Applications of Bayesian Inference," Scholarly Articles 3221493, Harvard University Department of Economics.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003.
"Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score,"
Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," NBER Technical Working Papers 0251, National Bureau of Economic Research, Inc.
- Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
- Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K., 2003. "Empirical likelihood estimation and consistent tests with conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 117(1), pages 55-93, November.
- Guildo W. Imbens, 2003. "Sensitivity to Exogeneity Assumptions in Program Evaluation," American Economic Review, American Economic Association, vol. 93(2), pages 126-132, May.
- Imbens, Guido W, 2002. "Generalized Method of Moments and Empirical Likelihood," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 493-506, October.
- Imbens, Guido W. & Spady, Richard, 2002. "Confidence intervals in generalized method of moments models," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 87-98, March.
- Alberto Abadie & Joshua Angrist & Guido Imbens, 2002.
"Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings,"
Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
- Alberto Abadie & Joshua Angrist & Guido Imbens, 1999. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Working papers 99-16, Massachusetts Institute of Technology (MIT), Department of Economics.
- Hyslop, Dean R & Imbens, Guido W, 2001.
"Bias from Classical and Other Forms of Measurement Error,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 475-481, October.
- Dean R. Hyslop & Guido W. Imbens, 2000. "Bias from Classical and Other Forms of Measurement Error," NBER Technical Working Papers 0257, National Bureau of Economic Research, Inc.
- Imbens, Guido W, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 17-20, January.
- Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote, 2001. "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," American Economic Review, American Economic Association, vol. 91(4), pages 778-794, September.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001.
"Combining Panel Data Sets with Attrition and Refreshment Samples,"
Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," Tinbergen Institute Discussion Papers 98-033/4, Tinbergen Institute.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," NBER Technical Working Papers 0230, National Bureau of Economic Research, Inc.
- Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens, 2000. "The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(3), pages 499-527.
- Judith K. Hellerstein & Guido W. Imbens, 1999.
"Imposing Moment Restrictions From Auxiliary Data By Weighting,"
The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 1-14, February.
- Guido W. Imbens & Judith K. Hellerstein, 1996. "Imposing Moment Restrictions from Auxiliary Data by Weighting," NBER Technical Working Papers 0202, National Bureau of Economic Research, Inc.
- Angrist, J D & Imbens, G W & Krueger, A B, 1999.
"Jackknife Instrumental Variables Estimation,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(1), pages 57-67, Jan.-Feb..
- Joshua D. Angrist & Guido W. Imbens & Alan Krueger, 1995. "Jackknife Instrumental Variables Estimation," NBER Technical Working Papers 0172, National Bureau of Economic Research, Inc.
- Joshua D. Angrist & Guido W. Imbens, 1999. "Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 823-827.
- Guido W. Imbens & Richard H. Spady & Phillip Johnson, 1998.
"Information Theoretic Approaches to Inference in Moment Condition Models,"
Econometrica, Econometric Society, vol. 66(2), pages 333-358, March.
- Guido W. Imbens & Phillip Johnson & Richard H. Spady, 1995. "Information Theoretic Approaches to Inference in Moment Condition Models," Harvard Institute of Economic Research Working Papers 1736, Harvard - Institute of Economic Research.
- Guido W Imbens, Phillip Johnson & Richard H Spady, "undated". "Information theoretic approaches to inference in moment condition model," Economics Papers W12., Economics Group, Nuffield College, University of Oxford.
- Guido W. Imbens & Phillip Johnson & Richard H. Spady, 1995. "Information Theoretic Approaches to Inference in Moment Condition Models," NBER Technical Working Papers 0186, National Bureau of Economic Research, Inc.
- Imbens, G.W. & Johnson, P. & Spady, R.H., 1995. "Information Theoretic Approaches to Inference in Movement Condition Models," Economics Papers 99, Economics Group, Nuffield College, University of Oxford.
- Guido W. Imbens, 1997. "One-Step Estimators for Over-Identified Generalized Method of Moments Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 359-383.
- Guido W. Imbens & Donald B. Rubin, 1997. "Estimating Outcome Distributions for Compliers in Instrumental Variables Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 555-574.
- Lancaster, Tony & Imbens, Guido, 1996.
"Case-control studies with contaminated controls,"
Journal of Econometrics, Elsevier, vol. 71(1-2), pages 145-160.
- Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Discussion Paper 1993-7, Tilburg University, Center for Economic Research.
- Imbens, G. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Papers 9307, Tilburg - Center for Economic Research.
- Imbens, G.W. & Lancaster, T., 1993. "Case-Control Studies with Contaminated Controls," Other publications TiSEM 2c3f716c-cded-45a2-9db7-7, Tilburg University, School of Economics and Management.
- Imbens, G. & Lancaster, T., 1992. "Case-Control Studies with Contaminated Controls," Harvard Institute of Economic Research Working Papers 1612, Harvard - Institute of Economic Research.
- Imbens, Guido W. & Lancaster, Tony, 1996.
"Efficient estimation and stratified sampling,"
Journal of Econometrics, Elsevier, vol. 74(2), pages 289-318, October.
- Imbens, G. & Lancaster, T., 1991. "Efficient Estimation and Stratified Sampling," Papers 9145, Tilburg - Center for Economic Research.
- Imbens, G.W. & Lancaster, T., 1991. "Efficient estimation and stratified sampling," Discussion Paper 1991-45, Tilburg University, Center for Economic Research.
- Imbens, G. & Lancaster, T., 1991. "Efficient Estimation And Stratified Sampling," Harvard Institute of Economic Research Working Papers 1545, Harvard - Institute of Economic Research.
- Imbens, Guido & van der Klaauw, Wilbert, 1995.
"Evaluating the Cost of Conscription in The Netherlands,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 207-215, April.
- Imbens, G. & Van Der Klaauw, W., 1993. "Evaluating the Cost of Conscription in the Netherlands," Working Papers 93-24, C.V. Starr Center for Applied Economics, New York University.
- Imbens, G. & Van Der Klaauw, W., 1993. "Evaluating the Cost of Conscription in the Netherlands," Harvard Institute of Economic Research Working Papers 1632, Harvard - Institute of Economic Research.
- Lancaster, Tony & Imbens, Guido, 1995. "Optimal stock/flow panels," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 325-348.
- Guido W. Imbens & Tony Lancaster, 1994.
"Combining Micro and Macro Data in Microeconometric Models,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 655-680.
- Imbens, G.W. & Lancaster, T., 1991. "Combining Micro and Macro Data in Microeconometric Models," Harvard Institute of Economic Research Working Papers 1578, Harvard - Institute of Economic Research.
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Imbens, G W, 1994. "Transition Models in a Non-stationary Environment," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 703-720, November.
- Imbens, Guido W, 1992.
"An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling,"
Econometrica, Econometric Society, vol. 60(5), pages 1187-1214, September.
- Imbens, G.W., 1991. "An Efficient Method Of Moments Estimator For Discrete Choice Models With Choice-Based Sampling," Harvard Institute of Economic Research Working Papers 1546, Harvard - Institute of Economic Research.
- Imbens, G.W., 1990. "An Efficient Method Of Moments Estimator For Descrete Choice Models With Choice-Based Sampling," Papers 9009, Tilburg - Center for Economic Research.
- Imbens, G.W., 1990. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Discussion Paper 1990-9, Tilburg University, Center for Economic Research.
- Imbens, G.W., 1990. "An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling," Other publications TiSEM 67d429fa-530b-450d-ad86-5, Tilburg University, School of Economics and Management.
Software components
- Alberto Abadie & Jane Leber Herr & Guido W. Imbens & David M. Drukker, 2004. "NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators," Statistical Software Components S439701, Boston College Department of Economics.
Editorship
- Econometrica, Econometric Society.
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Featured entries
This author is featured on the following reading lists, publication compilations, Wikipedia, or ReplicationWiki entries:NEP Fields
NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 91 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.- NEP-ECM: Econometrics (65) 1998-04-27 2000-05-16 2002-09-21 2002-11-28 2003-10-20 2004-08-16 2005-10-29 2006-01-24 2006-04-29 2006-07-02 2006-07-02 2006-10-28 2007-01-23 2007-04-21 2008-08-21 2009-02-22 2009-02-28 2009-02-28 2009-04-13 2009-04-13 2009-08-30 2010-03-06 2010-06-11 2010-08-06 2011-10-01 2011-10-22 2012-10-27 2013-11-16 2014-03-22 2014-04-11 2014-08-02 2014-09-05 2015-07-11 2016-10-02 2016-10-09 2016-11-06 2017-07-30 2017-11-05 2017-11-05 2017-11-05 2017-11-05 2017-11-05 2017-11-05 2017-11-05 2017-12-03 2018-01-15 2018-08-13 2018-08-20 2018-09-10 2019-02-18 2019-04-01 2019-04-01 2019-09-16 2019-09-30 2019-11-25 2019-12-02 2020-07-20 2021-02-15 2021-08-16 2021-08-23 2021-08-23 2021-09-20 2022-01-10 2022-01-10 2024-01-08. Author is listed
- NEP-EXP: Experimental Economics (24) 2009-04-18 2015-07-11 2015-09-05 2016-10-09 2016-10-09 2017-07-30 2017-11-05 2017-11-05 2017-11-05 2017-11-05 2017-11-26 2018-06-11 2018-06-25 2018-09-10 2018-09-24 2019-05-06 2019-11-25 2020-07-20 2021-02-15 2021-09-20 2021-09-27 2021-12-13 2022-01-10 2022-01-10. Author is listed
- NEP-ORE: Operations Research (10) 2014-09-05 2016-11-06 2018-08-20 2018-09-24 2019-02-18 2019-05-06 2020-01-27 2020-04-13 2021-02-15 2021-09-27. Author is listed
- NEP-BIG: Big Data (5) 2017-11-05 2019-04-01 2019-05-06 2019-09-16 2023-11-20. Author is listed
- NEP-CMP: Computational Economics (5) 2017-11-05 2019-04-01 2019-05-06 2019-09-16 2020-01-27. Author is listed
- NEP-HPE: History and Philosophy of Economics (5) 2008-08-21 2018-06-11 2019-04-01 2019-09-02 2022-12-12. Author is listed
- NEP-ISF: Islamic Finance (5) 2021-08-16 2021-08-23 2021-08-23 2021-09-20 2021-09-27. Author is listed
- NEP-NET: Network Economics (4) 2010-08-06 2015-07-11 2015-09-05 2016-10-09
- NEP-DCM: Discrete Choice Models (3) 1998-08-21 2000-05-16 2006-01-24
- NEP-PPM: Project, Program and Portfolio Management (3) 2008-08-21 2008-08-31 2009-04-05
- NEP-URE: Urban and Real Estate Economics (3) 2010-03-06 2010-08-06 2020-07-20
- NEP-CSE: Economics of Strategic Management (2) 2010-08-06 2016-08-07
- NEP-DEV: Development (2) 2008-08-31 2009-04-05
- NEP-GER: German Papers (2) 2014-04-11 2014-04-11
- NEP-HEA: Health Economics (2) 2000-05-16 2003-10-20
- NEP-HIS: Business, Economic and Financial History (2) 2014-03-15 2022-12-12
- NEP-LAB: Labour Economics (2) 2006-06-24 2019-12-02
- NEP-LMA: Labor Markets - Supply, Demand, and Wages (2) 2014-03-22 2014-04-11
- NEP-PBE: Public Economics (2) 1998-04-27 1999-03-08
- NEP-BEC: Business Economics (1) 2006-06-24
- NEP-CIS: Confederation of Independent States (1) 2011-10-22
- NEP-DEM: Demographic Economics (1) 2014-08-02
- NEP-EDU: Education (1) 2023-11-20
- NEP-FOR: Forecasting (1) 2019-04-01
- NEP-GEO: Economic Geography (1) 2010-03-06
- NEP-LTV: Unemployment, Inequality and Poverty (1) 1999-03-29
- NEP-MAC: Macroeconomics (1) 2006-06-24
- NEP-PAY: Payment Systems and Financial Technology (1) 2019-04-01
- NEP-TID: Technology and Industrial Dynamics (1) 2017-07-30
- NEP-UPT: Utility Models and Prospect Theory (1) 2017-11-05
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