Nonparametric causal mediation analysis for stochastic interventional (in)direct effects

Hejazi, N. S., Rudolph, K. E., Van Der Laan, M. J., & Díaz, I. (2022). Nonparametric causal mediation analysis for stochastic interventional (in)direct effects. Biostatistics, 24(3), 686–707. https://doi.org/10.1093/biostatistics/kxac002
Authors:
Nima S Hejazi
Kara E Rudolph
Mark J Van Der Laan
Iván Díaz
Affiliated Authors:
Kara E Rudolph
Columbia Affiliation:
Subjects:
Models, Statistical (MeSH)
Mediation Analysis (MeSH)
Author Keywords:
intermediate confounding
interventional effect
non/semiparametric efficiency
stochastic intervention
Grants:
R01AI074345 (NIH – National Institute of Allergy and Infectious Diseases)
R00DA042127 (NIH – National Institute On Drug Abuse)
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Publication Type:
Article
Unique ID:
10.1093/biostatistics/kxac002
PMID:
35102366
DOI:
10.1093/biostatistics/kxac002
Journal:
Biostatistics
Publication Date:
Data Source:
PubMed
Source Link:
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