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---+++ Some of My Causal Inference Papers <blockquote> Shepherd BE, Gilbert PB, Jemiai Y, Rotnitzky A (2006). Sensitivity analyses comparing outcomes only existing in a subset selected post-randomization, conditional on covariates, with application to HIV vaccine trials. _Biometrics_ 62, 332-342. [[%ATTACHURL%/finalversion.pdf][paper]] The published version can be found at [[http://dx.doi.org/10.1111/j.1541-0420.2005.00495.x][Biometrics]] </blockquote> <blockquote> Shepherd BE, Gilbert PB, Lumley T (2007). Sensitivity analyses comparing time-to-event outcomes existing only in a subset selected postrandomization. _Journal of the American Statistical Association_ 102, 573-582. [[%ATTACHURL%/survivaljasa2.pdf][paper]]. The published version can be found at [[http://www.amstat.org/publications/jasa/index.cfm?fuseaction=main][Journal of the American Statistical Association]] </blockquote> <blockquote> Shepherd BE, Gilbert PB, Mehrotra D (2007). Eliciting a Counterfactual Sensitivity Parameter. _The American Statistician_ 102, 573-582. [[%ATTACHURL%/sensitivity_paper2.pdf][paper]]. The published version can be found at [[http://www.amstat.org/publications/tas/index.cfm?fuseaction=main][The American Statistician]] </blockquote> <blockquote> Shepherd BE, Redman MW, Ankerst DP (2008). Does finasteride affect the severity of prostate cancer? A causal sensitivity analysis. _Journal of the American Statistical Association_ 484: 1392--1404. [[%ATTACHURL%/finasteride-analysis-public.R][code]]; [[%ATTACHURL%/finasteride-jasa-final.pdf][paper]] - the published version can be found at [[http://www.amstat.org/publications/jasa/index.cfm?fuseaction=main][Journal of the American Statistical Association]] </blockquote> <blockquote> Shepherd BE, Jenkins CA, Rebeiro PF, Stinnette SE, Bebawy SS, !McGowan CC, Hulgan T, Sterling TR (2010). Estimating the optimal CD4 count for HIV-infected patients to start antiretroviral therapy. _Epidemiology_ 21:698--705. [[WhenToStartHaartCode][code]]; [[http://www.pubmedcentral.gov/articlerender.fcgi?artid=3086582][paper]]; [[%ATTACHURL%/eAppendix.pdf][supplementary material]]- the published version can be found at [[http://dx.crossref.org/10.1097%2FEDE.0b013e3181e97737][Epidemiology]] </blockquote> <blockquote> Shepherd BE, Gilbert PB, Dupont CT (2011). Sensitivity analyses comparing time-to-event outcomes only existing in a subset selected postrandomization and relaxing monotonicity. _Biometrics_ 67: 1100-1110. [[CodeSensitivitySGD][code]]; [[%ATTACHURL%/relax-mon-survival-revision2.pdf][paper]]; [[%ATTACHURL%/relax-mon-survival-supplemental-material.pdf][supplementary material]]; [[AnimatedVaxGen][web animation]]. The published version can be found at [[http://dx.doi.org/10.1111/j.1541-0420.2010.01508.x][Biometrics]] </blockquote> <blockquote> Gilbert PB, Shepherd BE, Hudgens MG (2013). Sensitivity analysis of per-protocol time-to-event treatment efficacy in randomized clinical trials. _Journal of the American Statistical Association_ 108: 789-800. [[http://www.ncbi.nlm.nih.gov/pubmed/24187408][paper]]; [[CodeSensitivityPerProtocol][code]]. </blockquote> <blockquote> Lu X, Mehrotra DV, Shepherd BE (2013). Rank-based principal stratum sensitivity analyses. _Statistics in Medicine_ 32: 4526-4539. [[http://www.ncbi.nlm.nih.gov/pubmed/23686390][abstract]]; [[RankBasedGBH][code]]. </blockquote> <blockquote> Shepherd BE, Liu Q, Mercaldo N, Jenkins CA, Lau B, Cole SR, Saag MS, Sterling TR. Comparing results from two methods for estimating when to start antiretroviral therapy. _Statistics in Medicine_ 2016; 35: 4335-4351. [[https://www.ncbi.nlm.nih.gov/pubmed/27264354][paper]]; [[ComparingWhenToStart][code]] </blockquote> </blockquote> ---+++ Software [[SensitivityPstrat][sensitivityPStrat]]: R package that performs sensitivity analyses to assess treatment effects within principal strata.
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Topic revision: r1 - 09 Jun 2021,
BryanShepherd
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