Statistics review 14: Logistic regression

被引：0

作者：

Viv Bewick

Liz Cheek

Jonathan Ball

机构：

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

[2] Liverpool Hospital,Senior Registrar in ICU

来源：

Critical Care | / 9卷

关键词：

binomial distribution; Hosmer–Lemeshow test; likelihood; likelihood ratio test; logit function; maximum likelihood estimation; median effective level; odds; odds ratio; predicted probability; Wald test;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

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.

引用

共 9 条

[1]

Bewick V(2003)Statistics review 7: Correlation and regression Crit Care 7 451-459

[2]

Cheek L(2004)Statistics review 13: Receiver operating characteristic (ROC) curves Crit Care 8 508-512

[3]

Ball J(2004)Statistics review 11: Assessing risk Crit Care 8 287-291

[4]

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