Literature DB >> 18516239

Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data.

Anastasios A Tsiatis1, Marie Davidian.   

Abstract

Entities:  

Year:  2007        PMID： 18516239      PMCID： PMC2397555          DOI： 10.1214/07-STS227

Source DB:  PubMed          Journal:  Stat Sci        ISSN： 0883-4237            Impact factor:   2.901


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  4 in total

1.  Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study.

Authors:  Jared K Lunceford; Marie Davidian
Journal:  Stat Med       Date:  2004-10-15       Impact factor: 2.373

2.  Doubly robust estimation in missing data and causal inference models.

Authors:  Heejung Bang; James M Robins
Journal:  Biometrics       Date:  2005-12       Impact factor: 2.571

3.  Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study with Missing Data.

Authors:  Marie Davidian; Anastasios A Tsiatis; Selene Leon
Journal:  Stat Sci       Date:  2005-08       Impact factor: 2.901

4.  Discussion of "Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study With Missing Data" by Davidian, Tsiatis and Leon.

Authors:  Joseph L Schafer; Joseph D Y Kang
Journal:  Stat Sci       Date:  2005-08       Impact factor: 2.901
  4 in total
  172 in total

1.  The positivity assumption and marginal structural models: the example of warfarin use and risk of bleeding.

Authors:  Robert William Platt; Joseph Austin Christopher Delaney; Samy Suissa
Journal:  Eur J Epidemiol       Date:  2011-12-08       Impact factor: 8.082

2.  Targeted maximum likelihood estimation of natural direct effects.

Authors:  Wenjing Zheng; Mark J van der Laan
Journal:  Int J Biostat       Date:  2012-01-06       Impact factor: 0.968

3.  The relative performance of targeted maximum likelihood estimators.

Authors:  Kristin E Porter; Susan Gruber; Mark J van der Laan; Jasjeet S Sekhon
Journal:  Int J Biostat       Date:  2011-08-17       Impact factor: 0.968

4.  Matching methods for causal inference: A review and a look forward.

Authors:  Elizabeth A Stuart
Journal:  Stat Sci       Date:  2010-02-01       Impact factor: 2.901

5.  Collaborative double robust targeted maximum likelihood estimation.

Authors:  Mark J van der Laan; Susan Gruber
Journal:  Int J Biostat       Date:  2010-05-17       Impact factor: 0.968

6.  Classification using ensemble learning under weighted misclassification loss.

Authors:  Yizhen Xu; Tao Liu; Michael J Daniels; Rami Kantor; Ann Mwangi; Joseph W Hogan
Journal:  Stat Med       Date:  2019-01-04       Impact factor: 2.373

7.  Evaluating the Effect of Early Versus Late ARV Regimen Change if Failure on an Initial Regimen: Results From the AIDS Clinical Trials Group Study A5095.

Authors:  Li Li; Joseph J Eron; Heather Ribaudo; Roy M Gulick; Brent A Johnson
Journal:  J Am Stat Assoc       Date:  2012-07-24       Impact factor: 5.033

8.  Assessing mediation using marginal structural models in the presence of confounding and moderation.

Authors:  Donna L Coffman; Wei Zhong
Journal:  Psychol Methods       Date:  2012-08-20

9.  Estimating Gompertz Growth Curves from Marine Mammal Strandings in the Presence of Missing Data.

Authors:  Mary Shotwell; Wayne McFee; Elizabeth H Slate
Journal:  Int J Ecol Econ Stat       Date:  2010

10.  Inverse Propensity Score Weighting with a Latent Class Exposure: Estimating the Causal Effect of Reported Reasons for Alcohol Use on Problem Alcohol Use 16 Years Later.

Authors:  Bethany C Bray; John J Dziak; Megan E Patrick; Stephanie T Lanza
Journal:  Prev Sci       Date:  2019-04
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