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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 & Moritz Schularick & Alan M. Taylor, 2016. "The great mortgaging: housing finance, crises and business cycles," Economic Policy, CEPR;CES;MSH, vol. 31(85), pages 107-152.
  5. 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.
  6. 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.
  7. Bernard Koch & Tim Sainburg & Pablo Geraldo & Song Jiang & Yizhou Sun & Jacob Gates Foster, 2021. "Deep Learning of Potential Outcomes," Papers 2110.04442, arXiv.org.
  8. 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).
  9. 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.
  10. 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.
  11. Brandon Schaufele, 2013. "Dissent in Parliament as Reputation Building," Working Papers 1301E, University of Ottawa, Department of Economics.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. Christoph F. Kurz, 2022. "Augmented Inverse Probability Weighting and the Double Robustness Property," Medical Decision Making, , vol. 42(2), pages 156-167, February.
  18. 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.
  19. 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.
  20. 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).
  21. 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.
  22. 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.
  23. 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.
  24. 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," Working Papers halshs-02482546, HAL.
  25. Xu, Lei & Zhu, Yu, 2022. "Does the Employment Effect of National Minimum Wage Vary by Non-employment Rate? A Regression Discontinuity Approach," IZA Discussion Papers 15345, Institute of Labor Economics (IZA).
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. 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).
  33. 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).
  34. 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.
  35. 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.
  36. 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.
  37. 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.
  38. 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.
  39. 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.
  40. 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.
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