AUCtest-package: AUCtest: Statistical test - Between group comparison of AUC
In marie-alexandre/AUCtest: Statistical test - Between group comparison of AUC
Description
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 distincts 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.
Author(s)
Maintainer: Marie Alexandre marie.alexandre@inria.fr
marie-alexandre/AUCtest documentation built on Jan. 1, 2021, 8:31 a.m.
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Description
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 distincts 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.
Author(s)
Maintainer: Marie Alexandre marie.alexandre@inria.fr
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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