README.md

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

AUCcomparison

The goal of AUCcomparison 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

In order to use this package with all the functionalities, you need to install the package freeknotsplines whose only CRAN archive version is available. It can be installed with:

install.packages("https://cran.r-project.org/src/contrib/Archive/freeknotsplines/freeknotsplines_1.0.1.tar.gz",repos=NULL,dependencies = TRUE)

Once this package installed, you can install the development version of AUCcomparison from GitHub with:

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

marie-alexandre/AUCcomparison documentation built on Dec. 21, 2021, 1:52 p.m.