T
Tyler J. VanderWeele
Researcher at Harvard University
Publications - 520
Citations - 36841
Tyler J. VanderWeele is an academic researcher from Harvard University. The author has contributed to research in topics: Causal inference & Medicine. The author has an hindex of 79, co-authored 461 publications receiving 25660 citations. Previous affiliations of Tyler J. VanderWeele include University of Chicago & Office of Population Research.
Papers
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Journal ArticleDOI
Sensitivity Analysis in Observational Research: Introducing the E-Value
Tyler J. VanderWeele,Peng Ding +1 more
TL;DR: An important approach to evaluating evidence for causation in the face of unmeasured confounding is sensitivity analysis (or bias analysis), and it is proposed that observational studies start reporting the E-value, a new measure related to evidence for causality.
Journal ArticleDOI
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros.
TL;DR: The developments in mediation analysis for nonlinear models within the counterfactual framework within the psychology audience is brought to an accessible format and the types of inferences about mediation that are allowed by a variety of software macros are compared.
Journal ArticleDOI
Mediation Analysis: A Practitioner's Guide
TL;DR: An overview of recent developments in mediation analysis, that is, analyses used to assess the relative magnitude of different pathways and mechanisms by which an exposure may affect an outcome, is provided.
Journal ArticleDOI
Recommendations for presenting analyses of effect modification and interaction
TL;DR: Four steps, template tables and examples are provided to encourage researchers to present effect modification and interaction analyses in as informative a manner as possible.
Book
Explanation in Causal Inference: Methods for Mediation and Interaction
TL;DR: This book presents a meta-analysis of mediation and Interaction in the context of modern society, focusing on the role of language, culture, and interaction in the development of healthy relationships.