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Keyword

randomized experiments

Description: Randomized experiments are studies that use chance to assign participants or units to conditions, supporting causal inference by reducing bias.
Wikidata ID: wiki/Q1231081
OpenAlex ID: keywords/randomized-experiments
Experimental and quasi-experimental designs for generalized causal inference
2002 · Shadish, William R. 1949-, Cook, Thomas D. 1941-, et al. · 13,209
Statistics and Causal Inference
1986 · Paul W. Holland · Journal of the American Statistical Association · 5,288
Causal Inference for Statistics, Social, and Biomedical Sciences
2015 · Guido W. Imbens, Donald B. Rubin · Cambridge University Press eBooks · 4,194
Bayesian Inference for Causal Effects: The Role of Randomization
1978 · Donald B. Rubin · The Annals of Statistics · 2,497
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Causal Inference Using Potential Outcomes
2005 · Donald B Rubin · Journal of the American Statistical Association · 2,170
Research Methods in Social Relations
1992 · Journal of Environmental Psychology · 2,081
Health insurance and the demand for medical care: evidence from a randomized experiment.
1987 · W G Manning, J P Newhouse, et al. · PubMed · 2,044
Causal Inference in Conjoint Analysis: Understanding Multidimensional Choices via Stated Preference Experiments
2013 · Jens Hainmueller, Daniel J. Hopkins, et al. · Political Analysis · 1,970
Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning
2017 · Tal Yarkoni, Jacob Westfall · Perspectives on Psychological Science · 1,923
Encyclopedia of research design
2011 · Choice Reviews Online · 1,910
Natural and Quasi- Experiments in Economics
1994 · Bruce D. Meyer · Journal of Business and Economic Statistics · 1,806
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Randomized experiments from non-random selection in U.S. House elections
2007 · David S. Lee · Journal of Econometrics · 1,732
Identification, Inference and Sensitivity Analysis for Causal Mediation Effects
2010 · Kosuke Imai, Luke Keele, et al. · Statistical Science · 1,613
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When Should You Adjust Standard Errors for Clustering?
2022 · Alberto Abadie, Susan Athey, et al. · The Quarterly Journal of Economics · 1,442
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The Hazards of Hazard Ratios
2009 · Miguel A. Hernán · Epidemiology · 1,375
Randomization Analysis of Experimental Data: The Fisher Randomization Test Comment
1980 · Donald B. Rubin · Journal of the American Statistical Association · 1,365
When Should You Adjust Standard Errors for Clustering?
2017 · Alberto Abadie, Susan Athey, et al. · National Bureau of Economic Research · 1,360
Evidence-Based Education Policies: Transforming Educational Practice and Research
2002 · Robert E. Slavin · Educational Researcher · 1,105
Statistics and Causal Inference
1986 · Paul W. Holland · Journal of the American Statistical Association · 1,071
Evaluation : methods for studying programs and policies
1997 · Carol H. Weiss · 921
Beyond baseline and follow-up: The case for more T in experiments
2012 · David McKenzie · Journal of Development Economics · 880
Experimental and Quasi‐Experimental Designs for Generalized Causal Inference , by William R. Shadish, Thomas D. Cook, and Donald T. Campbell. Boston: Houghton Mifflin, 2001, 623 pp., $65.56.
2003 · Robert MacCoun · Journal of Policy Analysis and Management · 829
For objective causal inference, design trumps analysis
2008 · Donald B. Rubin · The Annals of Applied Statistics · 827
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Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction
2015 · Guido W. Imbens, Donald B. Rubin · Thammasat University Digital Collections · 779
The SAGE Handbook of Social Research Methods
2008 · Pertti Alasuutari, Leonard Bickman, et al. · SAGE Publications Ltd eBooks · 740
Works count: 2,598
Citation count: 115,400
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