In marie-alexandre/AUCtest: Statistical test - Between group comparison of AUC

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AUCtest

The goal of AUCtest is to propose a statistical test evaluating the difference of Area under the curve (AUC) of a given outcome between two distinct groups of individuals. To this end, longitudinal data obtained for subjects splitted into G distinct groups are fitted with a Mixed-Effects model whose fixed-effects (marginal dynamics) and random-effects (individual dynamics) are respectively modeled by group-structured polynomial or B-splines curves and individual polynomial or B-spline curves.

Installation

You can install the development version of AUCtest from GitHub with:

# install.packages("devtools")
devtools::install_github("marie-alexandre/AUCtest")

marie-alexandre/AUCtest documentation built on Jan. 1, 2021, 8:31 a.m.