Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen' [R package fastglm version 0.0.3]

Jared Huling

fastglm: Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'

Fits generalized linear models efficiently using 'RcppEigen'. The iteratively reweighted least squares implementation utilizes the step-halving approach of Marschner (2011) <doi:10.32614/RJ-2011-012> to help safeguard against convergence issues.

Version: 0.0.3

Depends: bigmemory

Imports: Rcpp (≥ 0.12.13), methods

LinkingTo: Rcpp, RcppEigen, BH, bigmemory

Suggests: knitr, rmarkdown, glm2

Published: 2022年05月23日

DOI: 10.32614/CRAN.package.fastglm

Author: Jared Huling [aut, cre], Douglas Bates [cph], Dirk Eddelbuettel [cph], Romain Francois [cph], Yixuan Qiu [cph]

Maintainer: Jared Huling <jaredhuling at gmail.com>

BugReports: https://github.com/jaredhuling/fastglm/issues

License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]

NeedsCompilation: yes

Materials: README

CRAN checks: fastglm results

Documentation:

Reference manual: fastglm.html , fastglm.pdf

Vignettes: Quick Usage Guide (source, R code)

Downloads:

Package source: fastglm_0.0.3.tar.gz

Windows binaries: r-devel: fastglm_0.0.3.zip, r-release: fastglm_0.0.3.zip, r-oldrel: fastglm_0.0.3.zip

macOS binaries: r-release (arm64): fastglm_0.0.3.tgz, r-oldrel (arm64): fastglm_0.0.3.tgz, r-release (x86_64): fastglm_0.0.3.tgz, r-oldrel (x86_64): fastglm_0.0.3.tgz

Old sources: fastglm archive

Reverse dependencies:

Reverse depends: FBMS

Reverse imports: crctStepdown, ddecompose, DRDID, GWASinlps, HTRX, SEQTaRget, simstudy, swaglm

Reverse linking to: crctStepdown, simstudy

Reverse suggests: btergm, familiar, registr

Linking:

Please use the canonical form https://CRAN.R-project.org/package=fastglm to link to this page.