Package: multipathaic
Type: Package
Title: Multi-Path Stepwise Selection with AIC
Version: 0.1.1
Authors@R: c(
    person("Michael", "Obuobi", email = "obuobimichael25@gmail.com", role = c("aut", "cre")))
Description: Implements a multi-path forward selection algorithm using
        the Akaike Information Criterion (AIC) for both linear
        (Gaussian) and logistic (binomial) regression models. Unlike
        traditional stepwise methods that follow a single path, this
        approach explores multiple competitive model paths
        simultaneously by retaining near-optimal models at each step.
        The package includes stability estimation via bootstrap
        resampling and identifies plausible models based on AIC
        tolerance and variable stability thresholds.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends: R (>= 3.5.0)
Imports: stats, utils
Suggests: lars, knitr, rmarkdown, shiny, shinydashboard, plotly, DT,
        ggplot2, readxl, htmltools, kableExtra
VignetteBuilder: knitr
URL: https://github.com/mobuobi/multipathaic
BugReports: https://github.com/mobuobi/multipathaic/issues
Repository: https://mobuobi.r-universe.dev
Date/Publication: 2026-10-07 14:24:38 UTC
RemoteUrl: https://github.com/mobuobi/multipathaic
RemoteRef: HEAD
RemoteSha: 812c589129dd2d6daf99aa6ce0eb9d96a75ca59f
NeedsCompilation: no
Packaged: 2026-10-29 11:58:00 UTC; root
Author: Michael Obuobi [aut, cre]
Maintainer: Michael Obuobi <obuobimichael25@gmail.com>