clever

clever computes principal Components LEVERage (“CLEVER”) and other measures of outlyingness for high-dimensional data such as fMRI data.

Installation

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

# install.packages("devtools")
devtools::install_github("mandymejia/clever")

clever requires the glmgen package for PCA Trend Filtering (PCATF). Please see https://github.com/glmgen/glmgen for installation instructions.

Vignette

You can view the vignette using this link: https://htmlpreview.github.io/?https://github.com/mandymejia/clever/blob/master/vignettes/vignette.html