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Volumn 6, Issue 1, 2014, Pages 44-57

Testing for heterogeneous treatment effects in experimental data: false discovery risks and correction procedures

Author keywords

experimental design; heterogeneous treatment effects; multiple testing; randomised field experiments

Indexed keywords

CORRECTION; EXPERIMENTAL DESIGN; STATISTICAL ANALYSIS; TESTING METHOD;

EID: 84897102181     PISSN: 19439342     EISSN: 19439407     Source Type: Journal    
DOI: 10.1080/19439342.2013.875054     Document Type: Article
Times cited : (48)

References (22)
  • 1
    • 1842629877 scopus 로고    scopus 로고
    • Treatment Effect Heterogeneity in Theory and Practice
    • Angrist, J. D. 2004. "Treatment Effect Heterogeneity in Theory and Practice." The Economic Journal 114 (March): C52-C83.
    • (2004) The Economic Journal , vol.114
    • Angrist, J.D.1
  • 2
    • 0038897361 scopus 로고    scopus 로고
    • Vouchers for Private Schooling in Colombia: Evidence from a Randomized Natural Experiment
    • Angrist, J., E. Bettinger, E. Bloom, E. King, and M. Kremer. 2002. "Vouchers for Private Schooling in Colombia: Evidence from a Randomized Natural Experiment." American Economic Review 92 (5): 1535-1558.
    • (2002) American Economic Review , vol.92 , Issue.5 , pp. 1535-1558
    • Angrist, J.1    Bettinger, E.2    Bloom, E.3    King, E.4    Kremer, M.5
  • 3
    • 0001677717 scopus 로고
    • Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
    • Benjamini, Y., and Y. Hochberg. 1995. "Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing." Journal of the Royal Statistical Society Series B 57 (1): 289-300.
    • (1995) Journal of the Royal Statistical Society Series B , vol.57 , Issue.1 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 4
    • 0035733108 scopus 로고    scopus 로고
    • The Control of the False Discovery Rate in Multiple Testing under Dependency
    • Benjamini, Y., and D. Yekutieli. 2001. "The Control of the False Discovery Rate in Multiple Testing under Dependency." The Annals of Statistics 29 (4): 1165-1188. doi:10.2307/2674075.
    • (2001) The Annals of Statistics , vol.29 , Issue.4 , pp. 1165-1188
    • Benjamini, Y.1    Yekutieli, D.2
  • 6
    • 77955592344 scopus 로고    scopus 로고
    • Instruments, Randomization, and Learning about Development
    • Deaton, A. 2010. "Instruments, Randomization, and Learning about Development." Journal of Economic Literature 48 424-455.
    • (2010) Journal of Economic Literature , vol.48 , pp. 424-455
    • Deaton, A.1
  • 7
    • 60349126881 scopus 로고    scopus 로고
    • Using Randomization in Development Economics Research: A Toolkit
    • Amsterdam,: North Holland
    • Duflo, E., R. Glennerster, and M. Kremer. 2008. "Using Randomization in Development Economics Research: A Toolkit." In Handbook of Development Economics, Vol. 4, edited by T. Schultz and J. Strauss, 3895-3962. Amsterdam: North Holland.
    • (2008) Handbook of Development Economics , pp. 3895-3962
    • Duflo, E.1    Glennerster, R.2    Kremer, M.3
  • 9
    • 55249117952 scopus 로고    scopus 로고
    • A Review of Modern Multiple Hypothesis Testing, with Particular Attention to the False Discovery Proportion
    • Farcomeni, A. 2008. "A Review of Modern Multiple Hypothesis Testing, with Particular Attention to the False Discovery Proportion." Statistical Methods in Medical Research 17 (4): 347-388.
    • (2008) Statistical Methods in Medical Research , vol.17 , Issue.4 , pp. 347-388
    • Farcomeni, A.1
  • 10
    • 33646344215 scopus 로고    scopus 로고
    • Gender Differences in Mate Selection: Evidence from a Speed Dating Experiment
    • Fisman, R., S. S. Iyengar, E. Kamenica, and I. Simonson. 2006. "Gender Differences in Mate Selection: Evidence from a Speed Dating Experiment." The Quarterly Journal of Economics 121 (2): 673-697.
    • (2006) The Quarterly Journal of Economics , vol.121 , Issue.2 , pp. 673-697
    • Fisman, R.1    Iyengar, S.S.2    Kamenica, E.3    Simonson, I.4
  • 12
    • 84867424852 scopus 로고    scopus 로고
    • Modeling heterogeneous treatment effects in large-scale experiments using Bayesian Additive Regression Tree
    • Green, D. P., and H. L. Kern. 2012. "Modeling heterogeneous treatment effects in large-scale experiments using Bayesian Additive Regression Tree." Public Opinion Quarterly 76: 491-511.
    • (2012) Public Opinion Quarterly , vol.76 , pp. 491-511
    • Green, D.P.1    Kern, H.L.2
  • 14
    • 78651447840 scopus 로고    scopus 로고
    • Estimation of Heterogeneous Treatment Effects from Randomized Experiments, with Application to the Optimal Planning of the Get-out-the-vote Campaign
    • Imai, K., and A. Strauss. 2011. "Estimation of Heterogeneous Treatment Effects from Randomized Experiments, with Application to the Optimal Planning of the Get-out-the-vote Campaign." Political Analysis 19 (1): 1-19.
    • (2011) Political Analysis , vol.19 , Issue.1 , pp. 1-19
    • Imai, K.1    Strauss, A.2
  • 15
    • 84897054802 scopus 로고    scopus 로고
    • JPAL. 2011. "Abdul Latif Jameel Poverty Action Lab 2011." Accessed May 2011. http://www.povertyactionlab.org/
    • (2011) JPAL
  • 16
    • 84897103151 scopus 로고    scopus 로고
    • List, J. A. 2011. "Field Experiments 2011." Accessed May 2011. http://www.fieldexperiments.com/
    • (2011)
    • List, J.A.1
  • 17
    • 12444323687 scopus 로고    scopus 로고
    • Multiple-test Procedures and Smile Plots
    • Newson, R. 2003. "Multiple-test Procedures and Smile Plots." The Stata Journal 3 (2): 100-132.
    • (2003) The Stata Journal , vol.3 , Issue.2 , pp. 100-132
    • Newson, R.1
  • 20
    • 27544480220 scopus 로고    scopus 로고
    • Stepwise Multiple Testing as Formalized Data Snooping
    • Romano, J. P., and M. Wolf. 2005. "Stepwise Multiple Testing as Formalized Data Snooping." Econometrica 73 (4): 1237-1282.
    • (2005) Econometrica , vol.73 , Issue.4 , pp. 1237-1282
    • Romano, J.P.1    Wolf, M.2
  • 21
    • 67649345185 scopus 로고
    • An Improved Bonferroni Procedure for Multiple Tests of Significance
    • Simes, R. J. 1986. "An Improved Bonferroni Procedure for Multiple Tests of Significance." Biometrika 73: 751-754.
    • (1986) Biometrika , vol.73 , pp. 751-754
    • Simes, R.J.1
  • 22
    • 84897049171 scopus 로고
    • Resampling-based multiple testing
    • Westfall, P. H., and S. Stanley Young. 1993. "Resampling-based multiple testing." Statistics in Medicine 13 (10): 1084-1086. doi:10.1002/sim.4780131012.
    • (1993) Statistics in Medicine , vol.13 , Issue.10 , pp. 1084-1086
    • Westfall, P.H.1    Young, S.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.