A simple, graphical approach to comparing multiple treatments
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- Brennan S. Thompson & Matthew D. Webb, 2017. "A simple, graphical approach to comparing multiple treatment," Canadian Stata Users' Group Meetings 2017 01, Stata Users Group.
- Brennan S. Thompson & Matthew D. Webb, 2015. "A Simple, Graphical Approach to Comparing Multiple Treatments," Working Papers 063, Toronto Metropolitan University, Department of Economics, revised Mar 2017.
References listed on IDEAS
- Anderson, Michael L, 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt15n8j26f, Department of Agricultural & Resource Economics, UC Berkeley.
- Joseph P. Romano & Michael Wolf, 2005.
"Stepwise Multiple Testing as Formalized Data Snooping,"
Econometrica, Econometric Society, vol. 73(4), pages 1237-1282, July.
- Joseph P. Romano & Michael Wolf, 2003. "Stepwise multiple testing as formalized data snooping," Economics Working Papers 712, Department of Economics and Business, Universitat Pompeu Fabra.
- Joseph P. Romano & Michael Wolf, 2003. "Stepwise Multiple Testing as Formalized Data Snooping," Working Papers 17, Barcelona School of Economics.
- William C. Horrace & Peter Schmidt, 2000. "Multiple comparisons with the best, with economic applications," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 1-26.
- Philip Oreopoulos & Daniel Lang & Joshua Angrist, 2009.
"Incentives and Services for College Achievement: Evidence from a Randomized Trial,"
American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 136-163, January.
- Angrist, Joshua & Lang, Daniel W. & Oreopoulos, Philip, 2007. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," IZA Discussion Papers 3134, Institute of Labor Economics (IZA).
- Dean Karlan & John A. List, 2007.
"Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment,"
American Economic Review, American Economic Association, vol. 97(5), pages 1774-1793, December.
- Dean Karlan & John List, 2006. "Does price matter in charitable giving? Evidence from a large-scale natural field experiment," Natural Field Experiments 00279, The Field Experiments Website.
- Dean Karlan & John A. List, 2006. "Does Price Matter in Charitable Giving? Evidence From a Large-Scale Natural Field Experiment," NBER Working Papers 12338, National Bureau of Economic Research, Inc.
- Dean Karlan & John A. List, 2006. "Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment," Working Papers 1, The Field Experiments Website.
- Karlan, Dean & List, John, 2006. "Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment," Working Papers 13, Yale University, Department of Economics.
- Steven F. Lehrer & R. Vincent Pohl & Kyungchul Song, 2022.
"Multiple Testing and the Distributional Effects of Accountability Incentives in Education,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1552-1568, October.
- Lehrer, Steven F. & Pohl, R. Vincent & Song, Kyungchul, 2018. "Multiple Testing and the Distributional Effects of Accountability Incentives in Education," MPRA Paper 89532, University Library of Munich, Germany.
- Lehrer, Steven F. & Pohl, R. Vincent & Song, Kyungchul, 2019. "Multiple testing and the distributional effects of accountability incentives in education," Ruhr Economic Papers 799, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
- G�nther Fink & Margaret McConnell & Sebastian Vollmer, 2014.
"Testing for heterogeneous treatment effects in experimental data: false discovery risks and correction procedures,"
Journal of Development Effectiveness, Taylor & Francis Journals, vol. 6(1), pages 44-57, January.
- Fink, Günther & McConnell, Margaret & Vollmer, Sebastian, 2011. "Testing for Heterogeneous Treatment Effects in Experimental Data: False Discovery Risks and Correction Procedures," Hannover Economic Papers (HEP) dp-477, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
- White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
- Davidson, Russell & MacKinnon, James G., 2010.
"Wild Bootstrap Tests for IV Regression,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 128-144.
- James G. MacKinnon & Russell Davidson, 2007. "Wild Bootstrap Tests For Iv Regression," Working Paper 1135, Economics Department, Queen's University.
- Russell Davidson & James G. MacKinnon, 2007. "Wild Bootstrap Tests For Iv Regression," Departmental Working Papers 2007-14, McGill University, Department of Economics.
- Russell Davidson & James Mackinnon, 2009. "Wild bootstrap tests for IV regression," Working Papers halshs-00443550, HAL.
- Joseph P. Romano & Michael Wolf, 2005.
"Exact and Approximate Stepdown Methods for Multiple Hypothesis Testing,"
Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 94-108, March.
- Joseph Romano & Michael Wolf, 2003. "Exact and approximate stepdown methods for multiple hypothesis testing," Economics Working Papers 727, Department of Economics and Business, Universitat Pompeu Fabra.
- John A. List & Azeem M. Shaikh & Yang Xu, 2019.
"Multiple hypothesis testing in experimental economics,"
Experimental Economics, Springer;Economic Science Association, vol. 22(4), pages 773-793, December.
- John A. List & Azeem M. Shaikh & Yang Xu, 2016. "Multiple Hypothesis Testing in Experimental Economics," NBER Working Papers 21875, National Bureau of Economic Research, Inc.
- John List & Azeem Shaikh & Yang Xu, 2016. "Multiple Hypothesis Testing in Experimental Economics," Artefactual Field Experiments 00402, The Field Experiments Website.
- Joseph Seidel & Yang Xu, 2016. "MHTEXP: Stata module to perform multiple hypothesis testing correction procedure," Statistical Software Components S458153, Boston College Department of Economics.
- Joseph Seidel & Yang Xu, 2016. "Stata module to perform mutliple hypothesis testing correction procedure," Field Experiments Software mhtexp, The Field Experiments Website.
- Jiaying Gu & Shu Shen, 2018. "Oracle and adaptive false discovery rate controlling methods for one‐sided testing: theory and application in treatment effect evaluation," Econometrics Journal, Royal Economic Society, vol. 21(1), pages 11-35, February.
- Christopher J. Bennett & Brennan S. Thompson, 2016. "Graphical Procedures for Multiple Comparisons Under General Dependence," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(515), pages 1278-1288, July.
- Soohyung Lee & Azeem M. Shaikh, 2014. "Multiple Testing And Heterogeneous Treatment Effects: Re‐Evaluating The Effect Of Progresa On School Enrollment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 612-626, June.
- Karthik Muralidharan & Venkatesh Sundararaman, 2011.
"Teacher Performance Pay: Experimental Evidence from India,"
Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 39-77.
- Karthik Muralidharan & Venkatesh Sundararaman, 2009. "Teacher Performance Pay: Experimental Evidence from India," NBER Working Papers 15323, National Bureau of Economic Research, Inc.
- MacKinnon, James G. & White, Halbert, 1985.
"Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties,"
Journal of Econometrics, Elsevier, vol. 29(3), pages 305-325, September.
- James G. MacKinnon & Halbert White, 1983. "Some Heteroskedasticity Consistent Covariance Matrix Estimators with Improved Finite Sample Properties," Working Paper 537, Economics Department, Queen's University.
- Alwyn Young, 2019. "Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 557-598.
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Cited by:
- Sebastian Jobjörnsson & Henning Schaak & Oliver Musshoff & Tim Friede, 2023. "Improving the statistical power of economic experiments using adaptive designs," Experimental Economics, Springer;Economic Science Association, vol. 26(2), pages 357-382, April.
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Keywords
Multiple hypothesis testing; treatment effects; bootstrap;All these keywords.
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