A Tutorial on Supervised Machine Learning Variable Selection Methods in Classification for the Social and Health Sciences in R
Published in Journal of Behavioral Data Science • Feb 28, 2025
NobleIDNI7P94W27R39S40
Authors:,,
Catherine Bain
Dingjing Shi
Yaser Mike Banad
Abstract
With the increasing availability of large datasets in the behavioral and health sciences, the need for efficient and effective variable selection techniques has grown. While traditional methods like stepwise regression remain prevalent, numerous advanced techniques are available but underutilized in...
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