ResidualMatrix
Creating a DelayedMatrix of Regression Residuals
Bioconductor version: 3.23 · Package version: 1.22.0
Provides delayed computation of a matrix of residuals after fitting a linear model to each column of an input matrix. Also supports partial computation of residuals where selected factors are to be preserved in the output matrix. Implements a number of efficient methods for operating on the delayed matrix of residuals, most notably matrix multiplication and calculation of row/column sums or means.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("ResidualMatrix") Details
| Maintainer | Aaron Lun <infinite.monkeys.with.keyboards@gmail.com> |
| Author | Aaron Lun [aut, cre, cph] |
| License | GPL-3 |
| URL | https://github.com/LTLA/ResidualMatrix |
| Bug Reports | https://github.com/LTLA/ResidualMatrix/issues |
| Downloads rank | 5042 |
| Source branch | RELEASE_3_23 |
| biocViews | BatchEffect, DataRepresentation, ExperimentalDesign, Regression, Software |
Documentation
Download
Dependencies
Imports: methods, Matrix, S4Vectors, DelayedArray
Suggests: testthat, BiocStyle, knitr, rmarkdown, BiocSingular
Reverse dependencies
Imports Me (1): batchelor
Suggests Me (4): alabaster.matrix, BiocSingular, chihaya, scran