hdmax2: R package hdmax2 performs high dimension mediation analysis - Archive ouverte HAL
Logiciel Année : 2024

hdmax2: R package hdmax2 performs high dimension mediation analysis

Résumé

This package allows users to estimate the indirect effects of mediators, calculate the overall indirect effect of mediators, and facilitates the execution of high-dimensional mediation analysis. The HDMAX2 method includes unobserved confounding factors through a latent factor mixed model approach. It supports the use of exposures of various types and the consideration of both continuous and binary outcomes.

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