Jasjeet Sekhon - Publications

Statistics University of California, Berkeley, Berkeley, CA 

33 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Künzel SR, Sekhon JS, Bickel PJ, Yu B. Metalearners for estimating heterogeneous treatment effects using machine learning. Proceedings of the National Academy of Sciences of the United States of America. PMID 30770453 DOI: 10.1073/pnas.1804597116  0.72
2016 Bloniarz A, Liu H, Zhang CH, Sekhon JS, Yu B. Lasso adjustments of treatment effect estimates in randomized experiments. Proceedings of the National Academy of Sciences of the United States of America. 113: 7383-90. PMID 27382153 DOI: 10.1073/pnas.1510506113  0.72
2015 Steventon A, Grieve R, Sekhon JS. A comparison of alternative strategies for choosing control populations in observational studies. Health Services & Outcomes Research Methodology. 15: 157-181. PMID 26380564 DOI: 10.1007/s10742-014-0135-8  1
2015 Hartman E, Grieve R, Ramsahai R, Sekhon JS. From sample average treatment effect to population average treatment effect on the treated: Combining experimental with observational studies to estimate population treatment effects Journal of the Royal Statistical Society. Series a: Statistics in Society. 178: 757-778. DOI: 10.1111/rssa.12094  1
2013 Pennington M, Grieve R, Sekhon JS, Gregg P, Black N, van der Meulen JH. Cemented, cementless, and hybrid prostheses for total hip replacement: cost effectiveness analysis. Bmj (Clinical Research Ed.). 346: f1026. PMID 23447338 DOI: 10.1136/bmj.f1026  1
2013 Diamond A, Sekhon JS. Genetic matching for estimating causal effects: A general multivariate matching method for achieving balance in observational studies Review of Economics and Statistics. 95: 932-945. DOI: 10.1162/REST_a_00318  1
2013 Miratrix LW, Sekhon JS, Yu B. Adjusting treatment effect estimates by post-stratification in randomized experiments Journal of the Royal Statistical Society. Series B: Statistical Methodology. 75: 369-396. DOI: 10.1111/j.1467-9868.2012.01048.x  1
2013 Kreif N, Grieve R, Radice R, Sekhon JS. Regression-adjusted matching and double-robust methods for estimating average treatment effects in health economic evaluation Health Services and Outcomes Research Methodology. 13: 174-202. DOI: 10.1007/s10742-013-0109-2  1
2012 Radice R, Ramsahai R, Grieve R, Kreif N, Sadique Z, Sekhon JS. Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach. The International Journal of Biostatistics. 8: 25. PMID 22944721 DOI: 10.1515/1557-4679.1382  1
2012 Kreif N, Grieve R, Radice R, Sadique Z, Ramsahai R, Sekhon JS. Methods for estimating subgroup effects in cost-effectiveness analyses that use observational data. Medical Decision Making : An International Journal of the Society For Medical Decision Making. 32: 750-63. PMID 22691446 DOI: 10.1177/0272989X12448929  1
2012 Sekhon JS, Grieve RD. A matching method for improving covariate balance in cost-effectiveness analyses. Health Economics. 21: 695-714. PMID 21633989 DOI: 10.1002/hec.1748  1
2012 Sekhon JS, Titiunik R. When natural experiments are neither natural nor experiments American Political Science Review. 106: 35-57. DOI: 10.1017/S0003055411000542  1
2011 Noah MA, Peek GJ, Finney SJ, Griffiths MJ, Harrison DA, Grieve R, Sadique MZ, Sekhon JS, McAuley DF, Firmin RK, Harvey C, Cordingley JJ, Price S, Vuylsteke A, Jenkins DP, et al. Referral to an extracorporeal membrane oxygenation center and mortality among patients with severe 2009 influenza A(H1N1). Jama. 306: 1659-68. PMID 21976615 DOI: 10.1001/jama.2011.1471  1
2011 Caughey D, Sekhon JS. Elections and the regression discontinuity design: Lessons from close U.S. House Races, 1942-2008 Political Analysis. 19: 385-408. DOI: 10.1093/pan/mpr032  1
2011 Ramsahai RR, Grieve R, Sekhon JS. Extending iterative matching methods: An approach to improving covariate balance that allows prioritisation Health Services and Outcomes Research Methodology. 11: 95-114. DOI: 10.1007/s10742-011-0075-5  1
2011 Mebane WR, Sekhon JS. Genetic optimization using derivatives: The rgenoud package for R Journal of Statistical Software. 42: 1-26.  1
2011 Sekhon JS. Multivariate and propensity score matching software with automated balance optimization: The matching package for R Journal of Statistical Software. 42: 1-52.  1
2010 Gruber J, Sekhon JS. Fundamental health care reform for the United States Significance. 7: 122-127. DOI: 10.1111/j.1740-9713.2010.00439.x  1
2010 Sekhon JS. Preface to "Endogeneity in probit response models" Political Analysis. 18: 137. DOI: 10.1093/pan/mpq003  1
2010 Freedman DA, Sekhon JS. Endogeneity in probit response models Political Analysis. 18: 138-150. DOI: 10.1093/pan/mpp037  1
2009 Sekhon JS. Opiates for the matches: Matching methods for causal inference Annual Review of Political Science. 12: 487-508. DOI: 10.1146/annurev.polisci.11.060606.135444  1
2009 Freedman DA, Collier D, Sekhon JS, Stark PB. Statistical models and causal inference: A dialogue with the social sciences Statistical Models and Causal Inference: a Dialogue With the Social Sciences. 1-399. DOI: 10.1017/CBO9780511815874  1
2008 Grieve R, Sekhon JS, Hu TW, Bloom JR. Evaluating health care programs by combining cost with quality of life measures: a case study comparing capitation and fee for service. Health Services Research. 43: 1204-22. PMID 18355261 DOI: 10.1111/j.1475-6773.2008.00834.x  1
2008 Sekhon JS. The Neyman-Rubin Model of Causal Inference and Estimation Via Matching Methods The Oxford Handbook of Political Methodology. DOI: 10.1093/oxfordhb/9780199286546.003.0011  1
2005 Sekhon JS, Chung RT, Epstein M, Kaplan MM. Steroid-responsive (autoimmune?) sclerosing cholangitis. Digestive Diseases and Sciences. 50: 1839-43. PMID 16187184 DOI: 10.1007/s10620-005-2948-3  1
2005 Herron MC, Sekhon JS. Black candidates and black voters: Assessing the impact of candidate race on uncounted vote rates Journal of Politics. 67: 154-177. DOI: 10.1111/j.1468-2508.2005.00312.x  1
2004 Mebane WR, Sekhon JS. Robust Estimation and Outlier Detection for Overdispersed Multinomial Models of Count Data American Journal of Political Science. 48: 392-411. DOI: 10.1111/j.0092-5853.2004.00077.x  1
2003 Sekhon JS. Costs of health care administration in the United States and Canada. The New England Journal of Medicine. 349: 2461-4; author reply. PMID 14681515 DOI: 10.1056/NEJM200312183492517  1
2003 Herron MC, Sekhon JS. Overvoting and representation: An examination of overvoted presidential ballots in Broward and Miami-Dade counties Electoral Studies. 22: 21-47. DOI: 10.1016/S0261-3794(01)00052-X  1
2002 Sekhon JS. Harnois et al.: Study of high-dose ursodeoxycholic acid. The American Journal of Gastroenterology. 97: 202-3. PMID 11808951 DOI: 10.1111/j.1572-0241.2002.05400.x  1
2002 Mebane WR, Sekhon JS. Coordination and policy moderation at midterm American Political Science Review. 96: 141-157.  1
2001 Brady HE, Herron MC, Mebane WR, Sekhon JS, Shotts KW, Wand J. Law and data: The butterfly ballot episode Ps - Political Science and Politics. 34: 59-69. DOI: 10.1017/S1049096501000099  1
2001 Wand JN, Shotts KW, Sekhon JS, Mebane WR, Herron MC, Brady HE. The butterfly did it: The aberrant vote for Buchanan in Palm Beach County, Florida American Political Science Review. 95: 793-810.  1
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