Purposeful selection of variables in logistic regression

20083,829 citationsJournal Articlehybrid Open Access

Authors

Zoran Bursac · University of Arkansas for Medical Sciences

C. Heath Gauss · University of Arkansas for Medical Sciences

David Williams · University of Arkansas for Medical Sciences

David W. Hosmer · University of Massachusetts Amherst

Abstract

If an analyst is in need of an algorithm that will help guide the retention of significant covariates as well as confounding ones they should consider this macro as an alternative tool.

Topics & Keywords

Multi-Criteria Decision Making Neural Networks and Applications Face and Expression Recognition

UN Sustainable Development Goals

Peace, Justice and strong institutions

Publication Details

Published in: Source Code for Biology and Medicine

Volume 3, Issue 1, pp. 17-17

DOI: 10.1186/1751-0473-3-17

Field-Weighted Citation Impact: 11.01