New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators
作者： Matias Busso , John DiNardo , Justin McCrary
DOI: 10.1162/REST_A_00431
关键词:
摘要: Frölich (2004) compares the finite sample properties of reweighting and matching estimators of average treatment effects and concludes that reweighting performs far worse than even …
mitpressjournals.org参考文章(47)
Jil Mamza, Rajnikant Mehta, Richard Donnelly, Iskandar Idris, Comparative Efficacy of Adding Sitagliptin to Metformin, Sulfonylurea or Dual Therapy: A Propensity Score-Weighted Cohort Study Diabetes Therapy. ,vol. 6, pp. 213- 226 ,(2015) , 10.1007/S13300-015-0110-6
Joel Stiebale, Cross-Border M&As and Innovative Activity of Acquiring and Target Firms Journal of International Economics. ,vol. 99, pp. 1- 15 ,(2016) , 10.1016/J.JINTECO.2015.12.005
Tyler Scott, Does Collaboration Make Any Difference? Linking Collaborative Governance to Environmental Outcomes Journal of Policy Analysis and Management. ,vol. 34, pp. 537- 566 ,(2015) , 10.1002/PAM.21836
Nicola Branson, Cally Ardington, Murray Leibbrandt, Health Outcomes for Children Born to Teen Mothers in Cape Town, South Africa Economic Development and Cultural Change. ,vol. 63, pp. 589- 616 ,(2015) , 10.1086/679737
Irregular Identification, Support Conditions, and Inverse Weight Estimation Econometrica. ,vol. 78, pp. 2021- 2042 ,(2010) , 10.3982/ECTA7372
Z. Tan, Bounded, efficient and doubly robust estimation with inverse weighting Biometrika. ,vol. 97, pp. 661- 682 ,(2010) , 10.1093/BIOMET/ASQ035
D. J. Thompson, D. G. Horvitz, A generalization of sampling without replacement from a finite universe. Journal of the American Statistical Association. ,vol. 47, pp. 663- 685 ,(1952) , 10.2307/2280784
Dan A. Black, Jeffrey A. Smith, How robust is the evidence on the effects of college quality? Evidence from matching Journal of Econometrics. ,vol. 121, pp. 99- 124 ,(2004) , 10.1016/J.JECONOM.2003.10.006
C. Lockwood Reynolds, Shawn M. Rohlin, The effects of location-based tax policies on the distribution of household income: Evidence from the federal Empowerment Zone program Journal of Urban Economics. ,vol. 88, pp. 1- 15 ,(2015) , 10.1016/J.JUE.2015.04.003
Paul R. Rosenbaum, Model-Based Direct Adjustment Journal of the American Statistical Association. ,vol. 82, pp. 387- 394 ,(1987) , 10.1080/01621459.1987.10478441