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Results: 1 to 20 of 195

1.

Doubly robust estimators of causal exposure effects with missing data in the outcome, exposure or a confounder.

Williamson EJ, Forbes A, Wolfe R.

Stat Med. 2012 Dec 30;31(30):4382-400. doi: 10.1002/sim.5643. Epub 2012 Oct 22.

PMID:
23086504
[PubMed - indexed for MEDLINE]
2.

Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation.

Waernbaum I.

Stat Med. 2012 Jul 10;31(15):1572-81. doi: 10.1002/sim.4496. Epub 2012 Feb 23.

PMID:
22359267
[PubMed - indexed for MEDLINE]
3.

Impact of outcome model misspecification on regression and doubly-robust inverse probability weighting to estimate causal effect.

Lefebvre G, Gustafson P.

Int J Biostat. 2010;6(2):Article 15.

PMID:
21969999
[PubMed - indexed for MEDLINE]
4.

Doubly robust estimation of causal effects.

Funk MJ, Westreich D, Wiesen C, Stürmer T, Brookhart MA, Davidian M.

Am J Epidemiol. 2011 Apr 1;173(7):761-7. doi: 10.1093/aje/kwq439. Epub 2011 Mar 8.

PMID:
21385832
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

On model selection and model misspecification in causal inference.

Vansteelandt S, Bekaert M, Claeskens G.

Stat Methods Med Res. 2012 Feb;21(1):7-30. doi: 10.1177/0962280210387717. Epub 2010 Nov 12.

PMID:
21075803
[PubMed - indexed for MEDLINE]
6.

The use of propensity scores and observational data to estimate randomized controlled trial generalizability bias.

Pressler TR, Kaizar EE.

Stat Med. 2013 Sep 10;32(20):3552-68. doi: 10.1002/sim.5802. Epub 2013 Apr 1.

PMID:
23553373
[PubMed - indexed for MEDLINE]
7.

Doubly robust estimation in missing data and causal inference models.

Bang H, Robins JM.

Biometrics. 2005 Dec;61(4):962-73.

PMID:
16401269
[PubMed - indexed for MEDLINE]
8.

Doubly robust estimation and causal inference in longitudinal studies with dropout and truncation by death.

Shardell M, Hicks GE, Ferrucci L.

Biostatistics. 2014 Jul 4. pii: kxu032. [Epub ahead of print]

PMID:
24997309
[PubMed - as supplied by publisher]
9.

Estimators and confidence intervals for the marginal odds ratio using logistic regression and propensity score stratification.

Stampf S, Graf E, Schmoor C, Schumacher M.

Stat Med. 2010 Mar 30;29(7-8):760-9. doi: 10.1002/sim.3811.

PMID:
20213703
[PubMed - indexed for MEDLINE]
10.

Variance estimation for stratified propensity score estimators.

Williamson EJ, Morley R, Lucas A, Carpenter JR.

Stat Med. 2012 Jul 10;31(15):1617-32. doi: 10.1002/sim.4504. Epub 2012 Feb 24.

PMID:
22362427
[PubMed - indexed for MEDLINE]
11.

Collaborative double robust targeted maximum likelihood estimation.

van der Laan MJ, Gruber S.

Int J Biostat. 2010 May 17;6(1):Article 17. doi: 10.2202/1557-4679.1181.

PMID:
20628637
[PubMed - indexed for MEDLINE]
Free PMC Article
12.

Nonparametric Regression With Missing Outcomes Using Weighted Kernel Estimating Equations.

Wang L, Rotnitzky A, Lin X.

J Am Stat Assoc. 2010 Sep;105(491):1135-1146. Epub 2012 Jan 1.

PMID:
23144520
[PubMed]
Free PMC Article
13.

Targeted maximum likelihood estimation in safety analysis.

Lendle SD, Fireman B, van der Laan MJ.

J Clin Epidemiol. 2013 Aug;66(8 Suppl):S91-8. doi: 10.1016/j.jclinepi.2013.02.017.

PMID:
23849159
[PubMed - indexed for MEDLINE]
Free Article
14.

Targeted maximum likelihood based causal inference: Part I.

van der Laan MJ.

Int J Biostat. 2010;6(2):Article 2.

PMID:
21969992
[PubMed - indexed for MEDLINE]
15.

Identifiability and estimation of causal effects in randomized trials with noncompliance and completely nonignorable missing data.

Chen H, Geng Z, Zhou XH.

Biometrics. 2009 Sep;65(3):675-82. doi: 10.1111/j.1541-0420.2008.01120.x. Epub 2008 Aug 28.

PMID:
18759847
[PubMed - indexed for MEDLINE]
Free PMC Article
16.

Stratified doubly robust estimators for the average causal effect.

Hattori S, Henmi M.

Biometrics. 2014 Jun;70(2):270-7. doi: 10.1111/biom.12157. Epub 2014 Feb 26.

PMID:
24571129
[PubMed - in process]
17.

Causal inference with missing exposure information: Methods and applications to an obstetric study.

Zhang Z, Liu W, Zhang B, Tang L, Zhang J.

Stat Methods Med Res. 2013 Dec 5. [Epub ahead of print]

PMID:
24318273
[PubMed - as supplied by publisher]
18.

Propensity score estimation with missing values using a multiple imputation missingness pattern (MIMP) approach.

Qu Y, Lipkovich I.

Stat Med. 2009 Apr 30;28(9):1402-14. doi: 10.1002/sim.3549.

PMID:
19222021
[PubMed - indexed for MEDLINE]
19.

Adjustment for missing data in complex surveys using doubly robust estimation: application to commercial sexual contact among Indian men.

Wirth KE, Tchetgen Tchetgen EJ, Murray M.

Epidemiology. 2010 Nov;21(6):863-71. doi: 10.1097/EDE.0b013e3181f57571.

PMID:
20881599
[PubMed - indexed for MEDLINE]
20.

Comparing approaches to causal inference for longitudinal data: inverse probability weighting versus propensity scores.

Ertefaie A, Stephens DA.

Int J Biostat. 2010;6(2):Article 14.

PMID:
21969998
[PubMed - indexed for MEDLINE]

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