Efficient and flexible mediation analysis with time-varying mediators, treatments, and confounders

Díaz, I., Williams, N., & Rudolph, K. E. (2023). Efficient and flexible mediation analysis with time-varying mediators, treatments, and confounders. Journal of Causal Inference, 11(1). https://doi.org/10.1515/jci-2022-0077
Authors:
Iván Díaz
Nicholas Williams
Kara E. Rudolph
Affiliated Authors:
Nicholas Williams
Kara E. Rudolph
Columbia Affiliation:
Author Keywords:
efficient estimation
longitudinal data
machine learning
mediation analysis
sequential double robustness
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Publication Type:
Article
Unique ID:
10.1515/jci-2022-0077
DOI:
10.1515/jci-2022-0077
Journal:
Journal of Causal Inference
Publication Date:
Data Source:
Scopus
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