When the Ends do not Justify the Means: Learning Who is Predicted to Have Harmful Indirect Effects

Rudolph, K. E., & Díaz, I. (2022). When the Ends do not Justify the Means: Learning Who is Predicted to Have Harmful Indirect Effects. Journal of the Royal Statistical Society Series A: Statistics in Society, 185(Supplement_2), S573–S589. https://doi.org/10.1111/rssa.12951
Authors:
Kara E Rudolph
Iván Díaz
Affiliated Authors:
Kara E Rudolph
Columbia Affiliation:
Author Keywords:
causal inference
cross-validation
dynamic treatment regime
interventional indirect effect
mediation
optimal individualised treatment regime
optimal rule
optimal individualized treatment regime
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Publication Type:
Article
Unique ID:
10.1111/rssa.12951
PMID:
37397280
DOI:
10.1111/rssa.12951
Journal:
Journal of the Royal Statistical Society, Series A: Statistics in Society
Publication Date:
Data Source:
PubMed
Source Link:
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