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README.Rmd
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README.Rmd
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---
output: github_document
---
<!-- README.md is generated from README.Rmd. Please edit that file -->
```{r setup, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# clever
<!-- badges: start -->
[![Travis build status](https://travis-ci.org/mandymejia/clever.svg?branch=master)](https://travis-ci.org/github/mandymejia/clever)
[![AppVeyor build status](https://ci.appveyor.com/api/projects/status/github/mandymejia/clever?branch=master&svg=true)](https://ci.appveyor.com/project/mandymejia/clever)
[![Coveralls test coverage](https://coveralls.io/repos/github/mandymejia/clever/badge.svg)](https://coveralls.io/r/mandymejia/clever?branch=master)
<!-- badges: end -->
clever computes principal Components LEVERage (CLEVER) and robust distance, measures of outlyingness for high-dimensional data such as fMRI data.
## Installation
<!-- You can install the released version of clever from [CRAN](https://CRAN.R-project.org) with: -->
<!-- ``` r -->
<!-- install.packages("clever") -->
<!-- ``` -->
You can install the development version of clever from [GitHub](https://github.com/) with:
``` r
# 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](https://github.com/glmgen/glmgen) for installation instructions.