Genetic Algorithms in Regression

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Documentation for package ‘GAReg’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

cptgaControl	Build Control List for 'cptga'/'cptgaisl'
crossover_fixknots	Crossover Operator (Fixed-m) with Feasibility-First Restarts
FDRCalc	False Discovery Rate (FDR) and True Positive Rate (TPR) from index labels
fixknotsIC	Information criterion for a fixed–knot spline regression
gareg-class	S4 Class Definition for 'gareg'
gareg-methods	Show and summary methods for 'gareg'
gareg_knots	Genetic-Algorithm–based Optimal Knot Selection
gareg_subset	Genetic-Algorithm Best Subset Selection (GA / GAISL)
mutation_fixknots	Mutation Operator (Fixed-Knots)
Popinitial_fixknots	Fixed-Knots Population Initializer
selectTau_uniform_exact	Exact Uniform Sampler of Feasible Changepoints
show-method	Show and summary methods for 'gareg'
splineX	Build spline design matrices (piecewise polynomials, natural cubic, B-spline)
subsetBIC	Unified BIC-style Objective for Subset Selection (GLM & Gaussian)
summary-method	Show and summary methods for 'gareg'
varyknotsIC	Information criterion for spline regression with a variable number of knots