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High-dimensional multivariate mediation with application to neuroimaging data

Mediation analysis is an important tool in the behavioral sciences for investigating the role of intermediate variables that lie in the path between a treatment and an outcome variable. The influence of the intermediate variable on the outcome is often explored using a linear structural equation mod...

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Podrobná bibliografie
Vydáno v:Biostatistics
Hlavní autoři: Chén, Oliver Y, Crainiceanu, Ciprian, Ogburn, Elizabeth L, Caffo, Brian S, Wager, Tor D, Lindquist, Martin A
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5862274/
https://ncbi.nlm.nih.gov/pubmed/28637279
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxx027
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