Literature DB >> 25652314

Discussion of "On Bayesian estimation of marginal structural models".

James M Robins1,2, Miguel A Hernán1,2, Larry Wasserman3.   

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Year:  2015        PMID: 25652314      PMCID: PMC4667748          DOI: 10.1111/biom.12273

Source DB:  PubMed          Journal:  Biometrics        ISSN: 0006-341X            Impact factor:   2.571


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  2 in total

1.  Improved double-robust estimation in missing data and causal inference models.

Authors:  Andrea Rotnitzky; Quanhong Lei; Mariela Sued; James M Robins
Journal:  Biometrika       Date:  2012-04-29       Impact factor: 2.445

2.  Toward a curse of dimensionality appropriate (CODA) asymptotic theory for semi-parametric models.

Authors:  J M Robins; Y Ritov
Journal:  Stat Med       Date:  1997 Jan 15-Feb 15       Impact factor: 2.373

  2 in total
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1.  The Central Role of Bayes' Theorem for Joint Estimation of Causal Effects and Propensity Scores.

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Journal:  Am Stat       Date:  2015-12-14       Impact factor: 8.710

2.  Inference under unequal probability sampling with the Bayesian exponentially tilted empirical likelihood.

Authors:  A Yiu; R J B Goudie; B D M Tom
Journal:  Biometrika       Date:  2020-12       Impact factor: 2.445

3.  Causal inference in high dimensions: A marriage between Bayesian modeling and good frequentist properties.

Authors:  Joseph Antonelli; Georgia Papadogeorgou; Francesca Dominici
Journal:  Biometrics       Date:  2020-12-31       Impact factor: 2.571

4.  A Bayesian nonparametric approach to marginal structural models for point treatments and a continuous or survival outcome.

Authors:  Jason Roy; Kirsten J Lum; Michael J Daniels
Journal:  Biostatistics       Date:  2016-06-26       Impact factor: 5.279

5.  Keil et al. Respond to "Causal Inference for Environmental Mixtures".

Authors:  Alexander P Keil; Jessie P Buckley; Amy E Kalkbrenner
Journal:  Am J Epidemiol       Date:  2021-12-01       Impact factor: 5.363

6.  Uncertainty in the design stage of two-stage Bayesian propensity score analysis.

Authors:  Shirley X Liao; Corwin M Zigler
Journal:  Stat Med       Date:  2020-05-24       Impact factor: 2.497

7.  Estimating multiple time-fixed treatment effects using a semi-Bayes semiparametric marginal structural Cox proportional hazards regression model.

Authors:  Stephen R Cole; Jessie K Edwards; Daniel Westreich; Catherine R Lesko; Bryan Lau; Michael J Mugavero; W Christopher Mathews; Joseph J Eron; Sander Greenland
Journal:  Biom J       Date:  2017-10-27       Impact factor: 2.207

  7 in total

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