Package: fastLogisticRegressionWrap
Type: Package
Title: Fast Logistic Regression Wrapper
Date: 2025-02-18
Version: 1.2.2
Authors@R: c(
	person("Adam", "Kapelner", email = "kapelner@qc.cuny.edu",           role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0001-5985-6792")),
	person("Beau", "Walker",   email = "beau@methoddatascience.com",     role = c("rev", "dtc"), comment = c(ORCID = "0000-0001-7872-4007")),
	person("Gabriel", "Mayer", email = "gmayer@revelartechnologies.com", role = c("fnd", "dtc"))
  )
License: GPL-3
Description: Provides very fast logistic regression with coefficient
        inferences plus other useful methods such as a forward stepwise
        model generator (see the benchmarks by visiting the github page
        at the URL below). The inputs are flexible enough to accomodate
        GPU computations. The coefficient estimation employs the
        fastLR() method in the 'RcppNumerical' package by Yixuan Qiu et
        al. This package allows their work to be more useful to a wider
        community that consumes inference.
X-schema.org-keywords: logistic-regression, generalized-linear-models,
        binary-classification, statistical-inference,
        maximum-likelihood, model-selection, stepwise-selection, aic,
        prediction, high-performance-computing, gpu-computing, rcpp
Encoding: UTF-8
Depends: R (>= 4.0.0)
Imports: RcppNumerical, Rcpp, checkmate, stats, MASS, methods
LinkingTo: Rcpp, RcppEigen
URL: https://kapelner.github.io/fastLogisticRegressionWrap/,
        https://github.com/kapelner/fastLogisticRegressionWrap,
        https://kapelner.r-universe.dev/fastLogisticRegressionWrap
BugReports: https://github.com/kapelner/fastLogisticRegressionWrap/issues
RoxygenNote: 7.3.2
Config/Needs/website: pkgdown
Repository: https://kapelner.r-universe.dev
Date/Publication: 2026-09-03 08:10:09 UTC
RemoteUrl: https://github.com/kapelner/fastLogisticRegressionWrap
RemoteRef: HEAD
RemoteSha: a1a842d2bea73f18ec466f5c73489ae933509b68
RemoteSubdir: fastLogisticRegressionWrap
NeedsCompilation: yes
Packaged: 2026-09-26 10:30:57 UTC; root
Author: Adam Kapelner [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-5985-6792>),
  Beau Walker [rev, dtc] (ORCID: <https://orcid.org/0000-0001-7872-4007>),
  Gabriel Mayer [fnd, dtc]
Maintainer: Adam Kapelner <kapelner@qc.cuny.edu>