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Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand

Citations

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Cited by:

  1. Jeffrey Clemens, 2015. "The Minimum Wage and the Great Recession: Evidence from the Current Population Survey," NBER Working Papers 21830, National Bureau of Economic Research, Inc.
  2. 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.
  3. Matias Busso & Patrick Kline, 2008. "Do Local Economic Development Programs Work? Evidence from the Federal Empowerment Zone Program," Cowles Foundation Discussion Papers 1639, Cowles Foundation for Research in Economics, Yale University.
  4. Jason M. Fletcher & David E. Frisvold, 2009. "Higher Education and Health Investments: Does More Schooling Affect Preventive Health Care Use?," Journal of Human Capital, University of Chicago Press, vol. 3(2), pages 144-176.
  5. Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2009. "Are there lasting impacts of aid to poor areas?," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 512-528, April.
  6. Timothy B Armstrong & Michal Kolesár, 2018. "A Simple Adjustment for Bandwidth Snooping," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 732-765.
  7. 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.
  8. Evan Borkum & Paolo Abarcar & Laura Meyer & Matthew Spitzer, "undated". "Jordan Refugee Livelihoods Development Impact Bond Evaluation Framework," Mathematica Policy Research Reports 602dafe521fe4467854dcd45e, Mathematica Policy Research.
  9. Christiano A. Coelho & João Manoel Pinho de Mello & Leonardo Rezende, 2007. "Are Public Banks pro-Competitive? Evidence from Concentrated Local Markets in Brazil," Textos para discussão 551, Department of Economics PUC-Rio (Brazil), revised Sep 2007.
  10. Weibin Mo & Yufeng Liu, 2022. "Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment‐free effect models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 440-472, April.
  11. Philip J. Cook & Robert MacCoun & Clara Muschkin & Jacob Vigdor, 2008. "The negative impacts of starting middle school in sixth grade," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 27(1), pages 104-121.
  12. Deininger, Klaus & Liu, Yanyan, 2009. "Longer-term economic impacts of self-help groups in india," Policy Research Working Paper Series 4886, The World Bank.
  13. Nan L. Maxwell & Dana Rotz, "undated". "Building the Employment and Economic Self-Sufficiency of the Disadvantaged: The Potential of Social Enterprises," Mathematica Policy Research Reports 37f4ab94fb044cc1945cb04dc, Mathematica Policy Research.
  14. Deininger, Klaus W. & Liu, Yanyan, 2008. "Economic and Social Impacts of Self-Help Groups in India," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6482, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  15. Keyon Vafa & Susan Athey & David M. Blei, 2024. "Estimating Wage Disparities Using Foundation Models," Papers 2409.09894, arXiv.org.
  16. Allcott, Hunt & Ortega, Daniel E., 2009. "The performance of decentralized school systems : evidence from Fe y Alegría in Venezuela," Policy Research Working Paper Series 4879, The World Bank.
  17. Kathleen Beegle & Joachim Weerdt & Stefan Dercon, 2010. "Orphanhood and human capital destruction: Is there persistence into adulthood?," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 163-180, February.
  18. Li, Lingling & Tchetgen Tchetgen, Eric & van der Vaart, Aad & Robins, James M., 2011. "Higher order inference on a treatment effect under low regularity conditions," Statistics & Probability Letters, Elsevier, vol. 81(7), pages 821-828, July.
  19. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2006. "Orphanhood and the Long-Run Impact on Children," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(5), pages 1266-1272.
  20. Qingyuan Zhao & Dylan S. Small & Ashkan Ertefaie, 2022. "Selective inference for effect modification via the lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 382-413, April.
  21. Habimana, Dominique & Haughton, Jonathan & Nkurunziza, Joseph & Haughton, Dominique Marie-Annick, 2021. "Measuring the impact of unconditional cash transfers on consumption and poverty in Rwanda," World Development Perspectives, Elsevier, vol. 23(C).
  22. Kevin Blattler & Hannes Wallimann & Widar von Arx, 2024. "Free public transport to the destination: A causal analysis of tourists' travel mode choice," Papers 2401.14945, arXiv.org, revised Feb 2024.
  23. Guido Imbens & Yiqing Xu, 2024. "LaLonde (1986) after Nearly Four Decades: Lessons Learned," Papers 2406.00827, arXiv.org, revised Jun 2024.
  24. Stefano DellaVigna & Ethan Kaplan, 2007. "The Fox News Effect: Media Bias and Voting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1187-1234.
  25. 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.
  26. Zhao, Zhong, 2008. "Sensitivity of propensity score methods to the specifications," Economics Letters, Elsevier, vol. 98(3), pages 309-319, March.
  27. de Brauw, Alan & Hoddinott, John, 2011. "Must conditional cash transfer programs be conditioned to be effective? The impact of conditioning transfers on school enrollment in Mexico," Journal of Development Economics, Elsevier, vol. 96(2), pages 359-370, November.
  28. Wagstaff, Adam, 2007. "Health insurance for the poor : initial impacts of Vietnam's health care fund for the poor," Policy Research Working Paper Series 4134, The World Bank.
  29. Deon Filmer & Norbert Schady, 2008. "Getting Girls into School: Evidence from a Scholarship Program in Cambodia," Economic Development and Cultural Change, University of Chicago Press, vol. 56(3), pages 581-617, April.
  30. Wagstaff, Adam & Lindelow, Magnus & Jun, Gao & Ling, Xu & Juncheng, Qian, 2009. "Extending health insurance to the rural population: An impact evaluation of China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 28(1), pages 1-19, January.
  31. 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.
  32. Peng Ding, 2022. "Peng Ding’s contribution to the Discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(3), pages 691-693, July.
  33. Stewart, James I., 2012. "Migration to U.S. frontier cities and job opportunity, 1860–1880," Explorations in Economic History, Elsevier, vol. 49(4), pages 528-542.
  34. Shor, Boris & McCarty, Nolan, 2010. "The Ideological Mapping of American Legislatures," Papers 8-11-2010, Princeton University, Research Program in Political Economy.
  35. Mohammad Mahbubur Rahman, 2014. "Estimating the Average Treatment Effect of Social Safety Net Programmes in Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 50(11), pages 1550-1569, November.
  36. Li, Weijun & Bai, Xiwen & Yang, Dong & Hou, Yao, 2023. "Maritime connectivity, transport infrastructure expansion and economic growth: A global perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
  37. Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
  38. Shikuku, Kelvin Mashisia & Okello, Julius Juma & Wambugu, Stella & Sindi, Kirimi & Low, Jan W. & McEwan, Margaret, 2019. "Nutrition and food security impacts of quality seeds of biofortified orange-fleshed sweetpotato: Quasi-experimental evidence from Tanzania," World Development, Elsevier, vol. 124(C), pages 1-1.
  39. Thierry Foucault & David Sraer & David J. Thesmar, 2011. "Individual Investors and Volatility," Journal of Finance, American Finance Association, vol. 66(4), pages 1369-1406, August.
  40. Stijn Vansteelandt & Oliver Dukes, 2022. "Assumption‐lean inference for generalised linear model parameters," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(3), pages 657-685, July.
  41. Martin Ravallion, 2014. "Can We Trust Shoestring Evaluations?," The World Bank Economic Review, World Bank, vol. 28(3), pages 413-431.
  42. Mr. Mauricio Moura & Mr. Caio Piza & Mr. Marcos Poplawski Ribeiro, 2011. "The Distributive Effects of Land Titleon Labor Supply: Evidence From Brazil," IMF Working Papers 2011/131, International Monetary Fund.
  43. Manuel S. Santos & Juan Pablo Rincon-Zapatero, 2007. "Moving the Goalposts: Differentiability of the Value Function without Interiority Assumptions," Working Papers 0614, University of Miami, Department of Economics.
  44. Kevin Lang & Russell Weinstein, 2012. "Evaluating Student Outcomes at For-Profit Colleges," NBER Working Papers 18201, National Bureau of Economic Research, Inc.
  45. Deininger, Klaus & Liu, Yanyan, 2013. "Economic and Social Impacts of an Innovative Self-Help Group Model in India," World Development, Elsevier, vol. 43(C), pages 149-163.
  46. Reiling, Rune Borgan & Salvanes, Kari Vea & Sandsør, Astrid Marie Jorde & Strøm, Bjarne, 2021. "The effect of central government grants on local educational policy," European Journal of Political Economy, Elsevier, vol. 69(C).
  47. Nan L. Maxwell & Dana Rotz, 2017. "Potential Assistance for Disadvantaged Workers: Employment Social Enterprises," Journal of Labor Research, Springer, vol. 38(2), pages 145-168, June.
  48. Ahmed Elsayed & Soiliou Daw Namoro & Rania Roushdy, 2022. "Empowering women in conservative settings: evidence from an intervention in rural Egypt," Review of Economics of the Household, Springer, vol. 20(4), pages 1287-1322, December.
  49. Dana Rotz & Nan Maxwell & Adam Dunn, "undated". "Economic Self-Sufficiency and Life Stability One Year After Starting a Social Enterprise Job," Mathematica Policy Research Reports 24697e16229b4f6b8fd5763f2, Mathematica Policy Research.
  50. Sudhanshu Handa & John A. Maluccio, 2010. "Matching the Gold Standard: Comparing Experimental and Nonexperimental Evaluation Techniques for a Geographically Targeted Program," Economic Development and Cultural Change, University of Chicago Press, vol. 58(3), pages 415-447, April.
  51. Juan Robalino & Alexander Pfaff, 2013. "Ecopayments and Deforestation in Costa Rica: A Nationwide Analysis of PSA’s Initial Years," Land Economics, University of Wisconsin Press, vol. 89(3), pages 432-448.
  52. Kevin P. Josey & Elizabeth Juarez‐Colunga & Fan Yang & Debashis Ghosh, 2021. "A framework for covariate balance using Bregman distances," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 48(3), pages 790-816, September.
  53. Pablo Gonzalez Ginestet & Ales Kotalik & David M. Vock & Julian Wolfson & Erin E. Gabriel, 2021. "Stacked inverse probability of censoring weighted bagging: A case study in the InfCareHIV Register," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(1), pages 51-65, January.
  54. Elsayed, Ahmed & Roushdy, Rania, 2017. "Empowering Women under Social Constraints: Evidence from a Field Intervention in Rural Egypt," IZA Discussion Papers 11240, Institute of Labor Economics (IZA).
  55. Stijn Vansteelandt & Oliver Dukes, 2022. "Authors' reply to the Discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(3), pages 729-739, July.
  56. Shikuku, Kelvin Mashisia, 2019. "Information exchange links, knowledge exposure, and adoption of agricultural technologies in northern Uganda," World Development, Elsevier, vol. 115(C), pages 94-106.
  57. Sheahan, Megan & Liu, Yanyan & Narayanan, Sudha & Barrett, Christopher B., 2015. "Disaggregated labor supply implications of guaranteed employment in India," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 237345, Agricultural and Applied Economics Association.
  58. Jason Fletcher & David Frisvold, 2014. "The long run health returns to college quality," Review of Economics of the Household, Springer, vol. 12(2), pages 295-325, June.
  59. Suzuki, Aya & Igei, Kengo, 2017. "Can Efficient Provision of Business Development Services Bring Better Results for SMEs?: Evidence from a Networking Project in Thailand," Working Papers 147, JICA Research Institute.
  60. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2006. "Orphanhood and the Long-Run Impact on Children," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(5), pages 1266-1272.
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