Utility Functions for Large-scale Data

Utility functions for large-scale data. For now, package 'bigutilsr' mainly includes functions for outlier detection and unbiased PCA projection.

bigutilsr

R package with utility functions for large-scale data.

For now, package {bigutilsr} mainly includes functions for outlier detection and unbiased PCA projection.

See this blog post on detecting outlier samples in PCA using functions from {bigutilsr}.

Installation

# from CRAN
install.packages("bigutilsr")

# latest version from GitHub
remotes::install_github("privefl/bigutilsr")