LogisticFAR

This package implements the Functional Compositional data Quadratic Method(FCQM) algorithm proposed in the paper Biomarker Detection for Disease Classification in Longitudinal Microbiome Data. This is a logistic functional additive regression with log-contrast constrain.

Installation

You can use remotes to directly install the latest version from Github.

#install.packages("devtools")
remotes::install_github("fenguoerbian/LogisticFAR")

If you’ve installed devtools, then remotes should have already been installed.

Example

A toy example is to be added.

Name of this package

The package name LogisticFAR comes from the fact that this package brings the Functional Additive Regression idea to logistic regression (and compositional data).