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: 2026-10-18 15:04:53 UTC; michael
Author: Michael Obuobi [aut, cre]
Maintainer: Michael Obuobi <obuobimichael25@gmail.com>
Repository: CRAN
Date/Publication: 2026-10-28 11:50:02 UTC
