Package: multipathaic
Type: Package
Title: Multi-Path Stepwise Selection with AIC
Version: 0.1.3
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. The information
        criterion is described by Akaike (1974)
        <doi:10.1109/TAC.1974.1100705>, and bootstrap resampling by
        Efron (1979) <doi:10.1214/aos/1176344552>.
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
NeedsCompilation: no
Packaged: 2026-10-28 19:50:48 UTC; root
Author: Michael Obuobi [aut, cre]
Maintainer: Michael Obuobi <obuobimichael25@gmail.com>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-28 11:50:02 UTC
RemoteUrl: https://github.com/cran/multipathaic
RemoteRef: HEAD
RemoteSha: 658aadf6416a46713db788b90eb0fd2ffeccc772