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An Introduction to the Augmented Inverse Propensity Weighted Estimator

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  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. Noemi Kreif & Richard Grieve & Rosalba Radice & Zia Sadique & Roland Ramsahai & Jasjeet S. Sekhon, 2012. "Methods for Estimating Subgroup Effects in Cost-Effectiveness Analyses That Use Observational Data," Medical Decision Making, , vol. 32(6), pages 750-763, November.
  3. Chlond, Bettina & Gavard, Claire & Jeuck, Lisa, 2021. "Supporting residential energy conservation under constrained public budget: Cost-effectiveness and redistribution analysis of public financial schemes in France," ZEW Discussion Papers 21-056, ZEW - Leibniz Centre for European Economic Research.
  4. Òscar Jordà & Alan M. Taylor, 2016. "The Time for Austerity: Estimating the Average Treatment Effect of Fiscal Policy," Economic Journal, Royal Economic Society, vol. 126(590), pages 219-255, February.
  5. Khudri, Md Mohsan & Hussey, Andrew, 2024. "Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning," IZA Discussion Papers 17080, Institute of Labor Economics (IZA).
  6. Konan Alain N'Ghauran & Corinne Autant-Bernard, 2020. "Assessing the collaboration and network additionality of innovation policies: a counterfactual approach to the French cluster policy," Post-Print halshs-03128972, HAL.
  7. Lei Xu & Yu Zhu, 2023. "Does the employment effect of national minimum wage vary by non‐employment rate? A regression discontinuity approach," Manchester School, University of Manchester, vol. 91(1), pages 18-36, January.
  8. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2016. "The great mortgaging: housing finance, crises and business cycles," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 107-152.
  9. Mohamed Abdallah Ali & Mazhar Mughal & Dina Chhorn, 2022. "Microfinance and poverty reduction: Evidence from Djibouti," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 1189-1224, May.
  10. Richard Kwasi Bannor & Helena Oppong-Kyeremeh & Bismark Amfo & Lesley Hope & Samuel Kwabena Chaa Kyire, 2022. "The Nexus Between Cocoa Farmers’ Business Schools Participation and Impact to Support Livelihood Improvement Strategies in Ghana," SAGE Open, , vol. 12(2), pages 21582440221, June.
  11. repec:oup:jecgeo:v:50:y:2023:i:2:p:426-446. is not listed on IDEAS
  12. Sallin, Aurelién, 2021. "Estimating returns to special education: combining machine learning and text analysis to address confounding," Economics Working Paper Series 2109, University of St. Gallen, School of Economics and Political Science.
  13. Nabeel Asharaf & Richard S. J. Tol, 2024. "The Impact of Pradhan Mantri Ujjwala Yojana on Indian Households," Papers 2403.17112, arXiv.org.
  14. M. Taha Kasim & Benjamin Ukert, 2021. "The impact of WIC participation on tobacco use and alcohol consumption," Contemporary Economic Policy, Western Economic Association International, vol. 39(3), pages 608-625, July.
  15. Marta Serra-Garcia & Nora Szech, 2023. "Incentives and Defaults Can Increase COVID-19 Vaccine Intentions and Test Demand," Management Science, INFORMS, vol. 69(2), pages 1037-1049, February.
  16. Bernard Koch & Tim Sainburg & Pablo Geraldo & Song Jiang & Yizhou Sun & Jacob Gates Foster, 2021. "A Primer on Deep Learning for Causal Inference," Papers 2110.04442, arXiv.org, revised Nov 2023.
  17. Bettina Chlond & Claire Gavard & Lisa Jeuck, 2023. "How to Support Residential Energy Conservation Cost-Effectively? An analysis of Public Financial Schemes in France," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(1), pages 29-63, May.
  18. K. C. Culver & Nathaniel Bray & John Braxton, 2024. "On My Honor: A Quasi-Experimental Analysis of Honors Students’ Perceptions of Workload and Cognitive Challenge," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(4), pages 679-704, June.
  19. Harsh Parikh & Marco Morucci & Vittorio Orlandi & Sudeepa Roy & Cynthia Rudin & Alexander Volfovsky, 2023. "A Double Machine Learning Approach to Combining Experimental and Observational Data," Papers 2307.01449, arXiv.org, revised Apr 2024.
  20. Oyenubi, Adeola & Kollamparambil, Umakrishnan, 2023. "Does noncompliance with COVID-19 regulations impact the depressive symptoms of others?," Economic Modelling, Elsevier, vol. 120(C).
  21. Christos Mavrogiannis & Athanasios Tagkalakis, 2022. "The short term effects of structural reforms and institutional improvements in OECD economies," Working Papers 306, Bank of Greece.
  22. Ojo, T.O. & Ogundeji, A.A. & Belle, J.A., 2021. "Climate change perception and impact of on-farm demonstration on intensity of adoption of adaptation strategies among smallholder farmers in South Africa," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  23. Zeqin Liu & Zongwu Cai & Ying Fang & Ming Lin, 2019. "Statistical Analysis and Evaluation of Macroeconomic Policies: A Selective Review," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 201904, University of Kansas, Department of Economics, revised Mar 2019.
  24. Anna Garriga & Fulvia Pennoni, 2022. "The Causal Effects of Parental Divorce and Parental Temporary Separation on Children’s Cognitive Abilities and Psychological Well-being According to Parental Relationship Quality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 963-987, June.
  25. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
  26. Moritz Schularick & Ilhyock Shim, 2017. "Household credit in Asia-Pacific," BIS Papers chapters, in: Bank for International Settlements (ed.), Financial systems and the real economy, volume 91, pages 129-144, Bank for International Settlements.
  27. Aloyce R. Kaliba & Anne G. Gongwe & Kizito Mazvimavi & Ashagre Yigletu, 2021. "Impact of Adopting Improved Seeds on Access to Broader Food Groups Among Small-Scale Sorghum Producers in Tanzania," SAGE Open, , vol. 11(1), pages 21582440209, January.
  28. Dominik M Piehlmaier & J Jeffrey Inman & Andrew T Stephen & Andrew T Stephen, 2023. "The One-Man Show: The Effect of Joint Decision-Making on Investor Overconfidence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 50(2), pages 426-446.
  29. Brandon Schaufele, 2013. "Dissent in Parliament as Reputation Building," Working Papers 1301E, University of Ottawa, Department of Economics.
  30. Garriga, Anna & Pennoni, Fulvia, 2017. "The influence of parental divorce, parental temporary separation and parental relationship quality on children’s school readiness," MPRA Paper 82892, University Library of Munich, Germany.
  31. Ojo, Temitope & Ogundeji, Abiodun A. & Belle, Johannes A. & Demont, Matty, 2021. "A Three-Stage Approach of Understanding Climate Change Perception and Adaptation Strategies Among Smallholder Farmers in South Africa," 2021 Conference, August 17-31, 2021, Virtual 315854, International Association of Agricultural Economists.
  32. Gertler,Paul J. & Heckman,James J. & Pinto,Rodrigo Ribeiro Antunes & Chang-Lopez,Susan M. & Grantham-Mcgregor,Sally & Vermeersch,Christel M. J. & Walker,Susan & Wright,Amika S., 2021. "Effect of the Jamaica Early Childhood Stimulation Intervention on Labor Market Outcomes at Age 31," Policy Research Working Paper Series 9787, The World Bank.
  33. Revilla, Elena & Rodríguez-Prado, Beatriz, 2018. "Bulding ambidexterity through creativity mechanisms: Contextual drivers of innovation success," Research Policy, Elsevier, vol. 47(9), pages 1611-1625.
  34. Koch, Bernard & Sainburg, Tim & Geraldo, Pablo & JIANG, SONG & Sun, Yizhou & Foster, Jacob G., 2021. "Deep Learning of Potential Outcomes," SocArXiv aeszf, Center for Open Science.
  35. Long, Wenjin & Pang, Xiaopeng & Dong, Xiao-yuan & Zeng, Junxia, 2020. "Is rented accommodation a good choice for primary school students' academic performance? – Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
  36. Pontines, Victor & Luvsannyam, Davaajargal & Atarbaatar, Enkhjin & Munkhtsetseg, Ulziikhutag, 2021. "The effectiveness of currency intervention: Evidence from Mongolia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
  37. Yang Yang, 2023. "Hukou Identity and Economic Behaviours: A Social Identity Perspective," Erudite Ph.D Dissertations, Erudite, number ph23-02 edited by Catherine Bros & Julie Lochard.
  38. Jakob de Haan & Rasmus Wiese, 2022. "The impact of product and labour market reform on growth: Evidence for OECD countries based on local projections," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(4), pages 746-770, June.
  39. Smale, Melinda & Assima, Amidou & Kergna, Alpha & Thériault, Véronique & Weltzien, Eva, 2018. "Farm family effects of adopting improved and hybrid sorghum seed in the Sudan Savanna of West Africa," Food Policy, Elsevier, vol. 74(C), pages 162-171.
  40. Dridi, Ichrak & Boughrara, Adel, 2023. "Flexible inflation targeting and stock market volatility: Evidence from emerging market economies," Economic Modelling, Elsevier, vol. 126(C).
  41. Richard Kwasi Bannor & Yaw Gyekye, 2022. "Unpacking The Nexus Between Broiler Contract Farming and Its Impact in Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(6), pages 2759-2786, December.
  42. Axenbeck, Janna & Berner, Anne & Kneib, Thomas, 2022. "What drives the relationship between digitalization and industrial energy demand? Exploring firm-level heterogeneity," ZEW Discussion Papers 22-059, ZEW - Leibniz Centre for European Economic Research.
  43. Christoph F. Kurz, 2022. "Augmented Inverse Probability Weighting and the Double Robustness Property," Medical Decision Making, , vol. 42(2), pages 156-167, February.
  44. Pymont, Carly & McNamee, Paul & Butterworth, Peter, 2018. "Out-of-pocket costs, primary care frequent attendance and sample selection: Estimates from a longitudinal cohort design," Health Policy, Elsevier, vol. 122(6), pages 652-659.
  45. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
  46. Sourabh Balgi & Adel Daoud & Jose M. Pe~na & Geoffrey T. Wodtke & Jesse Zhou, 2024. "Deep Learning With DAGs," Papers 2401.06864, arXiv.org.
  47. Heigle, Julia & Pfeiffer, Friedhelm, 2019. "An analysis of selected labor market outcomes of college dropouts in Germany: A machine learning estimation approach. Research report," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 222378.
  48. Jiangang Liao & Charles Rohde, 2022. "Variance reduction in the inverse probability weighted estimators for the average treatment effect using the propensity score," Biometrics, The International Biometric Society, vol. 78(2), pages 660-667, June.
  49. Mishra, Sarba Narayan & Kumar, K. Nirmal Ravi & Reddy, M. Jagan Mohan & Nandy, A. & Mandal, B.K. & Mishra, S. & Das, M. K., 2023. "A Study on the Adoption and Impact of Finger Millet Landrace (Bada Mandia) in Koraput District of Odisha," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 0(Number 3), September.
  50. Matteo Alpino & Luca Citino & Annalisa Frigo, 2023. "The effects of the 2021 energy crisis on medium-sized and large industrial firms: evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 776, Bank of Italy, Economic Research and International Relations Area.
  51. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
  52. Nabeel Asharaf & Richard S.J. Tol, 2024. "The Impact of Pradhan Mantri Ujjwala Yojana on Indian Households," Working Paper Series 0924, Department of Economics, University of Sussex Business School.
  53. Mertens, Kewan & Jacobs, Liesbet & Maes, Jan & Kabaseke, Clovis & Maertens, Miet & Poesen, Jean & Kervyn, Matthieu & Vranken, Liesbet, 2015. "The impact of landslides on household income in tropical regions: a case study from the Rwenzori Mountains in Uganda," Working Papers 229008, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
  54. Rasmus Wiese & Jakob de Haan & João Tovar Jalles, 2023. "The impact of endogenous product and labour market reforms on unemployment: New evidence based on local projections," Working Papers REM 2023/0296, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  55. Rene Laub & Klaus M. Miller & Bernd Skiera, 2023. "The Economic Value of User Tracking for Publishers," Papers 2303.10906, arXiv.org, revised Apr 2024.
  56. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2010. "How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score," IZA Discussion Papers 5268, Institute of Labor Economics (IZA).
  57. Dorothee Weiffen & Ghassan Baliki & Tilman Brück, 2022. "Violent conflict moderates food security impacts of agricultural asset transfers in Syria: A heterogeneity analysis using machine learning," HiCN Working Papers 381, Households in Conflict Network.
  58. Pontines, Victor, 2018. "Self-selection and treatment effects: Revisiting the effectiveness of foreign exchange intervention," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 299-316.
  59. Melanie Prague & Rui Wang & Alisa Stephens & Eric Tchetgen Tchetgen & Victor DeGruttola, 2016. "Accounting for interactions and complex inter‐subject dependency in estimating treatment effect in cluster‐randomized trials with missing outcomes," Biometrics, The International Biometric Society, vol. 72(4), pages 1066-1077, December.
  60. Loh, Wen Wei & Ren, Dongning, 2021. "Data-driven Covariate Selection for Confounding Adjustment by Focusing on the Stability of the Effect Estimator," OSF Preprints yve6u, Center for Open Science.
  61. Bailey, Michael & Hopkins, Daniel J. & Rogers, Todd, 2013. "Unresponsive and Unpersuaded: The Unintended Consequences of Voter Persuasion Efforts," Working Paper Series rwp13-034, Harvard University, John F. Kennedy School of Government.
  62. Youmi Suk & Hyunseung Kang, 2022. "Robust Machine Learning for Treatment Effects in Multilevel Observational Studies Under Cluster-level Unmeasured Confounding," Psychometrika, Springer;The Psychometric Society, vol. 87(1), pages 310-343, March.
  63. Paola Berchialla & Veronica Sciannameo & Sara Urru & Corrado Lanera & Danila Azzolina & Dario Gregori & Ileana Baldi, 2021. "Adjustment for Baseline Covariates to Increase Efficiency in RCTs with Binary Endpoint: A Comparison of Bayesian and Frequentist Approaches," IJERPH, MDPI, vol. 18(15), pages 1-9, July.
  64. Aur'elien Sallin, 2021. "Estimating returns to special education: combining machine learning and text analysis to address confounding," Papers 2110.08807, arXiv.org, revised Feb 2022.
  65. Layla Parast & Tianxi Cai & Lu Tian, 2021. "Evaluating multiple surrogate markers with censored data," Biometrics, The International Biometric Society, vol. 77(4), pages 1315-1327, December.
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