Package: lsReg 1.0.0

lsReg: Performs Large Scale Regressions

Routines to perform large scale regression. Linear, logistic, and Poisson regressions are supported. Large scale regression efficiently fits models where a small number of covariates are changing and the subjects have complete data. A genome wide association study would be an example.

Authors:John Morrison [aut, cre], NCI [fnd], NCI [fnd], NIEHS [fnd], NHLBI [fnd]

lsReg_1.0.0.tar.gz
lsReg_1.0.0.zip(r-4.7-x86_64)lsReg_1.0.0.zip(r-4.7-arm64)lsReg_1.0.0.zip(r-4.6-x86_64)lsReg_1.0.0.zip(r-4.6-arm64)lsReg_1.0.0.zip(r-4.5-x86_64)
lsReg_1.0.0.tgz(r-4.6-x86_64)lsReg_1.0.0.tgz(r-4.6-arm64)lsReg_1.0.0.tgz(r-4.5-x86_64)lsReg_1.0.0.tgz(r-4.5-arm64)
lsReg_1.0.0.tar.gz(r-4.7-arm64)lsReg_1.0.0.tar.gz(r-4.7-x86_64)lsReg_1.0.0.tar.gz(r-4.6-arm64)lsReg_1.0.0.tar.gz(r-4.6-x86_64)
lsReg_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
lsReg/json (API)

# Install 'lsReg' in R:
install.packages('lsReg', repos = c('https://jimb3.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascppopenmp

3.08 score 1 packages 6 scripts 314 downloads 2 exports 2 dependencies

Last updated from:f15a96ec39. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK106
linux-devel-x86_64OK133
source / vignettesOK196
linux-release-arm64OK98
linux-release-x86_64OK135
macos-release-arm64OK169
macos-release-x86_64OK327
macos-oldrel-arm64OK120
macos-oldrel-x86_64OK243
windows-devel-arm64OK223
windows-devel-x86_64OK186
windows-release-arm64OK218
windows-release-x86_64OK104
windows-oldrel-x86_64OK121
wasm-releaseOK103

Exports:addcovarlsReg

Dependencies:RcppRcppArmadillo

Hypothesis Tests in lsReg
Available test statistics | Return values | Example | Results

Last update: 2026-04-28
Started: 2026-04-28

Large-Scale Linear Regression with lsReg
Overview | Example data | Step 1: Fit the base model | Step 2: Allocate memory | Step 3: Test each candidate covariate | Results | Verification against standard GLM

Last update: 2026-04-28
Started: 2026-04-28

Large-Scale Logistic Regression with lsReg
Overview | Example data | Step 1: Fit the base model | Step 2: Allocate memory | Step 3: Test each candidate covariate | Results | Verification against standard GLM

Last update: 2026-04-28
Started: 2026-04-28

Large-Scale Poisson Regression with lsReg
Overview | Example data | Step 1: Fit the base model | Step 2: Allocate memory | Step 3: Test each candidate covariate | Results | Verification against statmod

Last update: 2026-04-28
Started: 2026-04-28