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Causal effects in clinical and epidemiological studies via potential outcomes: concepts and analytical approaches.
Little RJ, Rubin DB. Little RJ, et al. Among authors: rubin db. Annu Rev Public Health. 2000;21:121-45. doi: 10.1146/annurev.publhealth.21.1.121. Annu Rev Public Health. 2000. PMID: 10884949 Review.
The design versus the analysis of observational studies for causal effects: parallels with the design of randomized trials.
Rubin DB. Rubin DB. Stat Med. 2007 Jan 15;26(1):20-36. doi: 10.1002/sim.2739. Stat Med. 2007. PMID: 17072897
Estimation of causal effects of binary treatments in unconfounded studies.
Gutman R, Rubin DB. Gutman R, et al. Among authors: rubin db. Stat Med. 2015 Nov 20;34(26):3381-98. doi: 10.1002/sim.6532. Epub 2015 May 26. Stat Med. 2015. PMID: 26013308 Free PMC article.
Estimation of causal effects of binary treatments in unconfounded studies with one continuous covariate.
Gutman R, Rubin DB. Gutman R, et al. Among authors: rubin db. Stat Methods Med Res. 2017 Jun;26(3):1199-1215. doi: 10.1177/0962280215570722. Epub 2015 Feb 24. Stat Methods Med Res. 2017. PMID: 25715391 Free PMC article.
Robust estimation of causal effects of binary treatments in unconfounded studies with dichotomous outcomes.
Gutman R, Rubin DB. Gutman R, et al. Among authors: rubin db. Stat Med. 2013 May 20;32(11):1795-814. doi: 10.1002/sim.5627. Epub 2012 Sep 28. Stat Med. 2013. PMID: 23019093
Estimating the causal effects of smoking.
Rubin DB. Rubin DB. Stat Med. 2001 May 15-30;20(9-10):1395-414. doi: 10.1002/sim.677. Stat Med. 2001. PMID: 11343361
More powerful randomization-based p-values in double-blind trials with non-compliance.
Rubin DB. Rubin DB. Stat Med. 1998 Feb 15;17(3):371-85; discussion 387-9. doi: 10.1002/(sici)1097-0258(19980215)17:3<371::aid-sim768>3.0.co;2-o. Stat Med. 1998. PMID: 9493260
Estimating causal effects from large data sets using propensity scores.
Rubin DB. Rubin DB. Ann Intern Med. 1997 Oct 15;127(8 Pt 2):757-63. doi: 10.7326/0003-4819-127-8_part_2-199710151-00064. Ann Intern Med. 1997. PMID: 9382394 Review.
[Propensity score methods for creating covariate balance in observational studies].
Pattanayak CW, Rubin DB, Zell ER. Pattanayak CW, et al. Among authors: rubin db. Rev Esp Cardiol. 2011 Oct;64(10):897-903. doi: 10.1016/j.recesp.2011.06.008. Epub 2011 Aug 27. Rev Esp Cardiol. 2011. PMID: 21872981 Review. Spanish.
Reflections stimulated by the comments of Shadish (2010) and West and Thoemmes (2010).
Rubin DB. Rubin DB. Psychol Methods. 2010 Mar;15(1):38-46. doi: 10.1037/a0018537. Psychol Methods. 2010. PMID: 20230101 Free PMC article.
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