A Viable Alternative When Propensity Scores Fail: Evaluation of Inverse Propensity Weighting and Sequential G-Estimation in a Two-Wave Mediation Model-Reference-Cited by-同舟云学术

A Viable Alternative When Propensity Scores Fail: Evaluation of Inverse Propensity Weighting and Sequential G-Estimation in a Two-Wave Mediation Model

Published:2019-06-20 Issue:2 Volume:55 Page:165-187
ISSN:0027-3171
Container-title:Multivariate Behavioral Research
language:en
Short-container-title:Multivariate Behavioral Research

Author:

Valente Matthew J.¹,MacKinnon David P.²,Mazza Gina L.³

Affiliation:

1. Center for Children and Families, Department of Psychology, Florida International University, Miami, Florida, USA;

2. Department of Psychology, Arizona State University, Tempe, Arizona, USA;

3. Department of Health Sciences Research, Mayo Clinic, Scottsdale, Arizona, USA

Funder

National Institute on Drug Abuse

Publisher

Informa UK Limited

Subject

Arts and Humanities (miscellaneous),Experimental and Cognitive Psychology,General Medicine,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00273171.2019.1614429

Reference60 articles.

1. An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

2. The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.

3. Robustness?

4. Yes, but what’s the mechanism? (don’t expect an easy answer).

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

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