Optimal data collection for randomized control trials
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DOI: 10.1920/wp.cem.2017.1517
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- Jinyong Hahn & Keisuke Hirano & Dean Karlan, 2011.
"Adaptive Experimental Design Using the Propensity Score,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 96-108, January.
- Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2011. "Adaptive Experimental Design Using the Propensity Score," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 96-108.
- Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2008. "Adaptive Experimental Design Using the Propensity Score," MPRA Paper 8315, University Library of Munich, Germany.
- Jinyong Hahn & Keisuke Hirano & Dean Karlan, 2009. "Adaptive Experimental Design Using the Propensity Score," Working Papers 969, Economic Growth Center, Yale University.
- Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2009. "Adaptive Experimental Design Using the Propensity Score," Working Papers 59, Yale University, Department of Economics.
- Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean S., 2009. "Adaptive Experimental Design Using the Propensity Score," Center Discussion Papers 47107, Yale University, Economic Growth Center.
- Miriam Bruhn & David McKenzie, 2009.
"In Pursuit of Balance: Randomization in Practice in Development Field Experiments,"
American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
- Bruhn, Miriam & McKenzie, David, 2008. "In pursuit of balance : randomization in practice in development field experiments," Policy Research Working Paper Series 4752, The World Bank.
- Lucas C. Coffman & Muriel Niederle, 2015. "Pre-analysis Plans Have Limited Upside, Especially Where Replications Are Feasible," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 81-98, Summer.
- repec:feb:artefa:0110 is not listed on IDEAS
- John A. List, 2011.
"Why Economists Should Conduct Field Experiments and 14 Tips for Pulling One Off,"
Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 3-16, Summer.
- John List, 2011. "Why economists should conduct field experiments and 14 tips for pulling one off," Artefactual Field Experiments 00089, The Field Experiments Website.
- Kari Lock Morgan & Donald B. Rubin, 2015. "Rerandomization to Balance Tiers of Covariates," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(512), pages 1412-1421, December.
- Esther Duflo & Pascaline Dupas & Michael Kremer, 2011.
"Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya,"
American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
- Esther Duflo & Pascaline Dupas & Michael Kremer, 2008. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," NBER Working Papers 14475, National Bureau of Economic Research, Inc.
- Kremer, Michael & Duflo, Esther & Dupas, Pascaline, 2008. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," CEPR Discussion Papers 7043, C.E.P.R. Discussion Papers.
- John List & Sally Sadoff & Mathis Wagner, 2011.
"So you want to run an experiment, now what? Some simple rules of thumb for optimal experimental design,"
Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 439-457, November.
- John A. List & Sally Sadoff & Mathis Wagner, 2009. "So you want to run an experiment, now what? Some Simple Rules of Thumb for Optimal Experimental Design," Carlo Alberto Notebooks 125, Collegio Carlo Alberto.
- John List & Sally Sadoff & Mathis Wagner, 2010. "So you want to run an experiment, now what? Some simple rules of thumb for optimal experimental design," Artefactual Field Experiments 00094, The Field Experiments Website.
- John A. List & Sally Sadoff & Mathis Wagner, 2010. "So you want to run an experiment, now what? Some Simple Rules of Thumb for Optimal Experimental Design," NBER Working Papers 15701, National Bureau of Economic Research, Inc.
- John A. List & Sally Sadoff & Mathis Wagner, 2010. "So you want to run an experiment, now what? Some Simple Rules of Thumb for Optimal Experimental Design," CeRP Working Papers 94, Center for Research on Pensions and Welfare Policies, Turin (Italy).
- Duflo, Esther & Dupas, Pascaline & Kremer, Michael, 2015.
"School governance, teacher incentives, and pupil–teacher ratios: Experimental evidence from Kenyan primary schools,"
Journal of Public Economics, Elsevier, vol. 123(C), pages 92-110.
- Esther Duflo & Pascaline Dupas & Michael Kremer, 2012. "School Governance, Teacher Incentives, and Pupil-Teacher Ratios: Experimental Evidence from Kenyan Primary Schools," NBER Working Papers 17939, National Bureau of Economic Research, Inc.
- Daniel S. Hamermesh, 2013.
"Six Decades of Top Economics Publishing: Who and How?,"
Journal of Economic Literature, American Economic Association, vol. 51(1), pages 162-172, March.
- Daniel S. Hamermesh, 2012. "Six Decades of Top Economics Publishing: Who and How?," NBER Working Papers 18635, National Bureau of Economic Research, Inc.
- Abhijit V. Banerjee & Esther Duflo, 2009.
"The Experimental Approach to Development Economics,"
Annual Review of Economics, Annual Reviews, vol. 1(1), pages 151-178, May.
- Banerjee, Abhijit & Duflo, Esther, 2008. "The Experimental Approach to Development Economics," CEPR Discussion Papers 7037, C.E.P.R. Discussion Papers.
- Abhijit V. Banerjee & Esther Duflo, 2008. "The Experimental Approach to Development Economics," NBER Working Papers 14467, National Bureau of Economic Research, Inc.
- Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
- Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
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