2000American Journal of Physical Medicine & RehabilitationRequires access

Logistic Regression

Glenn V. Ostir, Tatsuo Uchida

Open publisher page 26 citations

Abstract

Medical rehabilitation researchers are increasingly interested in investigating complex, multivariate problems. Logistic regression analysis is a statistical tool that may be useful in exploring the relationship between multiple explanatory factors and a categorical outcome. The purpose of this article is to describe logistic regression analysis in nontechnical terms.

About this research paper

What this paper is about

Medical rehabilitation researchers are increasingly interested in investigating complex, multivariate problems. Logistic regression analysis is a statistical tool that may be useful in exploring the relationship between multiple explanatory factors and a categorical outcome. The purpose of this article is to describe logistic regression analysis in nontechnical terms.

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OpenAlex reports 26 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Medical rehabilitation researchers are increasingly interested in investigating complex, multivariate problems. Logistic regression analysis is a statistical tool that may be useful in exploring the relationship between multiple explanatory factors and a categorical outcome. The purpose of this article is to describe logistic regression analysis in nontechnical terms.

Key concepts: Logistic regression, Categorical variable, Cross-sectional regression, Regression diagnostic, Multivariate statistics, Medicine, Regression analysis, Statistics

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