Hypothesis test of mediation effect in causal mediation model with high-dimensional continuous media...
Hypothesis test of mediation effect in causal mediation model with high-dimensional continuous mediators
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Publisher
United States: Blackwell Publishing Ltd
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Language
English
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Publisher
United States: Blackwell Publishing Ltd
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Contents
Causal mediation modeling has become a popular approach for studying the effect of an exposure on an outcome through a mediator. However, current methods are not applicable to the setting with a large number of mediators. We propose a testing procedure for mediation effects of high dimensional continuous mediators. We characterize the marginal medi...
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Full title
Hypothesis test of mediation effect in causal mediation model with high-dimensional continuous mediators
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TN_cdi_proquest_miscellaneous_2000047722
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2000047722
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ISSN
0006-341X
E-ISSN
1541-0420
DOI
10.1111/biom.12421
