1  Introduction

These packages require R version 4.5.0 (released 2025-04-11) or higher (macOS, Windows, Linux). Readers are encouraged to learn more about the full details of these packages in Chapter 7.

Listing 1.1 installs these packages from CRAN,

Listing 1.1: Install these packages from CRAN

utils::install.packages('groupedHyperframe')
utils::install.packages('groupedHyperframe.random')
utils::install.packages('hyper.gam')
utils::install.packages('maxEff')

These packages appear in the following peer-reviewed publications from the author.

Zhan T, Yi M, Chervoneva I (2025). “Quantile Index predictors using R package hyper.gam.” Bioinformatics, 41(8), btaf430. ISSN 1367-4811, doi:10.1093/bioinformatics/btaf430 https://doi.org/10.1093/bioinformatics/btaf430. See Details in Chapter 5.