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This article is part of a series on Medical statistics, edited by Jonathan Ball, Viv Bewick and Liz Cheek.

Highly AccessReview

Statistics review 14: Logistic regression

Viv Bewick1 email, Liz Cheek1 and Jonathan Ball2

1Senior Lecturer, School of Computing, Mathematical and Information Sciences, University of Brighton, Brighton, UK

2Senior Registrar in ICU, Liverpool Hospital, Sydney, Australia

author email corresponding author email

Critical Care 2005, 9:112-118doi:10.1186/cc3045

Published: 13 January 2005

Abstract

This review introduces logistic regression, which is a method for modelling the dependence of a binary response variable on one or more explanatory variables. Continuous and categorical explanatory variables are considered.


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