fastLogisticRegressionWrap: Fast Logistic Regression Wrapper

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.

Getting started

Package details

AuthorAdam Kapelner [aut, cre] (<https://orcid.org/0000-0001-5985-6792>), Beau Walker [rev, dtc] (<https://orcid.org/0000-0001-7872-4007>), Gabriel Mayer [fnd, dtc]
MaintainerAdam Kapelner <kapelner@qc.cuny.edu>
LicenseGPL-3
Version1.2.0
URL https://github.com/kapelner/fastLogisticRegressionWrap
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fastLogisticRegressionWrap")

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fastLogisticRegressionWrap documentation built on Aug. 8, 2023, 5:13 p.m.