An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

Multivariate Behavioral Research - Tập 46 Số 3 - Trang 399-424 - 2011
Peter C. Austin1
1Institute for Clinical Evaluative Sciences Department of Health Management, Policy and Evaluation, University of Toronto.

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10.1016/j.jtcvs.2007.07.021

10.1002/sim.2781

10.1016/j.jclinepi.2007.07.011

10.1002/sim.3150

10.1161/CIRCOUTCOMES.108.790634

10.1002/pds.1674

10.1002/pds.1673

10.2202/1557-4679.1146

10.1177/0272989X09341755

10.1002/sim.3697

10.1080/03610910902859574

10.1002/sim.3854

10.1080/00273171.2011.540480

10.1002/pst.433

Austin P. C., Statistics in Medicine

10.1002/sim.2580

10.1002/sim.2618

10.1002/sim.2328

10.1002/sim.2053

Braitman L. E., 2002, Annals of Internal Medicine, 137, 693, 10.7326/0003-4819-137-8-200210150-00015

10.1093/aje/kwj149

10.2307/2344179

10.2307/2528036

Cochran W. G., 1973, The Indian Journal of Statistics, Series A, 35, 417

10.1002/(SICI)1097-0258(19981015)17:19<2265::AID-SIM918>3.0.CO;2-B

Faries D. E., 2010, Analysis of observational health care data using SAS®.

10.2307/2684560

10.1093/biomet/71.3.431

Greenland S., 1987, American Journal of Epidemiology, 125, 761, 10.1093/oxfordjournals.aje.a114593

10.1097/00001648-199901000-00008

10.2307/1390693

Guo S., 2009, Propensity score analysis: Statistical methods and applications.

10.1198/016214504000000647

10.1198/106186006X137047

10.1097/00001648-200009000-00012

10.1002/sim.1144

10.1002/sim.2277

10.1093/pan/mpl013

Ho D. E., 2011, Journal of Statistical Software, 42, 8

10.1037/0012-1649.44.2.407

10.1093/biostatistics/3.2.179

Imai K., 2008, Journal of the Royal Statistical Society, Series A, 171, 481, 10.1111/j.1467-985X.2007.00527.x

10.1162/003465304323023651

10.1198/000313004X5824

10.1093/aje/kwj047

Lee B. K., 2010, Statistics in Medicine, 29, 337, 10.1002/sim.3782

10.1177/0193841X05275596

10.1002/sim.1903

10.1037/1082-989X.9.4.403

10.1111/j.0006-341X.2000.00118.x

Morgan S. L., 2008, Sociological Methodology, 38, 231, 10.1111/j.1467-9531.2008.00204.x

Morgan S. L., 2007, Counterfactuals and causal inference: Methods and principles for social research., 10.1017/CBO9780511804564

10.1016/S0895-4356(00)00321-8

10.1016/0895-4356(95)00048-8

10.1016/S0895-4356(96)00236-3

10.1097/00001648-200009000-00011

10.2307/2289440

10.1214/ss/1177013232

Rosenbaum P. R., 1991, Journal of the Royal Statistical Society, Series B, 53, 597

Rosenbaum P. R., 2002, Observational studies, 2, 10.1007/978-1-4757-3692-2

Rosenbaum P. R., 2005, Encyclopedia of biostatistics,, 2, 4267

10.1007/978-1-4419-1213-8

10.1093/biomet/70.1.41

Rosenbaum P. R., 1983, Journal of the Royal Statistical Society, Series B, 45, 212

10.2307/2288398

10.2307/2683903

10.1037/h0037350

Rubin D. B., 1997, Annals of Internal Medicine, 127, 757, 10.7326/0003-4819-127-8_Part_2-199710151-00064

10.1002/pds.968

Rubin D. B., 2006, Matched sampling for causal effects., 10.1017/CBO9780511810725

10.1002/sim.2739

10.2307/2669400

10.1037/a0014268

Sekhon J. S., Journal of Statistical Software

10.1002/pds.1555

10.1016/j.jclinepi.2004.10.016

Staff J., 2008, Journal of Studies on Alcohol and Drugs, 69, 848, 10.15288/jsad.2008.69.848

Steyerberg E. W., 2009, Clinical prediction models: A practical approach to development, validation, and updating., 10.1007/978-0-387-77244-8

10.1016/j.jclinepi.2005.07.004

10.1002/pds.986

Wyse A. E., 2008, Teachers College Record, 110, 1879, 10.1177/016146810811000901

10.1016/j.drugalcdep.2009.03.018