Literature DB >> 10195643

Computing measures of explained variation for logistic regression models.

M Mittlböck1, M Schemper.   

Abstract

The proportion of explained variation (R2) is frequently used in the general linear model but in logistic regression no standard definition of R2 exists. We present a SAS macro which calculates two R2-measures based on Pearson and on deviance residuals for logistic regression. Also, adjusted versions for both measures are given, which should prevent the inflation of R2 in small samples.

Mesh：

Year:  1999        PMID： 10195643     DOI： 10.1016/s0169-2607(98)00061-3

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN： 0169-2607            Impact factor:   5.428


  8 in total

1.  lordif: An R Package for Detecting Differential Item Functioning Using Iterative Hybrid Ordinal Logistic Regression/Item Response Theory and Monte Carlo Simulations.

Authors:  Seung W Choi; Laura E Gibbons; Paul K Crane
Journal:  J Stat Softw       Date:  2011-03-01       Impact factor: 6.440

2.  Excess of rare variants in genes identified by genome-wide association study of hypertriglyceridemia.

Authors:  Christopher T Johansen; Jian Wang; Matthew B Lanktree; Henian Cao; Adam D McIntyre; Matthew R Ban; Rebecca A Martins; Brooke A Kennedy; Reina G Hassell; Maartje E Visser; Stephen M Schwartz; Benjamin F Voight; Roberto Elosua; Veikko Salomaa; Christopher J O'Donnell; Geesje M Dallinga-Thie; Sonia S Anand; Salim Yusuf; Murray W Huff; Sekar Kathiresan; Robert A Hegele
Journal:  Nat Genet       Date:  2010-07-25       Impact factor: 38.330

3.  Non-random geographical distribution of infant mortality in Austria 1984-2002.

Authors:  Thomas Waldhoer; Gerald Haidinger; Martin Wald; Harald Heinzl
Journal:  Wien Klin Wochenschr       Date:  2006-06       Impact factor: 1.704

4.  Risk factors for caries incidence in a cohort of Flemish preschool children.

Authors:  Roos Leroy; Kris Bogaerts; Luc Martens; Dominique Declerck
Journal:  Clin Oral Investig       Date:  2011-06-22       Impact factor: 3.573

5.  Intermediate and advanced topics in multilevel logistic regression analysis.

Authors:  Peter C Austin; Juan Merlo
Journal:  Stat Med       Date:  2017-05-23       Impact factor: 2.373

6.  Embedded axonal fiber tracts improve finite element model predictions of traumatic brain injury.

Authors:  Marzieh Hajiaghamemar; Taotao Wu; Matthew B Panzer; Susan S Margulies
Journal:  Biomech Model Mechanobiol       Date:  2019-12-06

7.  Protecting endangered species: do the main legislative tools work?

Authors:  Katherine E Gibbs; David J Currie
Journal:  PLoS One       Date:  2012-05-02       Impact factor: 3.240

8.  Interplay between stress-related genes may influence Alzheimer's disease development: The results of genetic interaction analyses of human data.

Authors:  Anatoliy I Yashin; Deqing Wu; Konstantin Arbeev; Olivia Bagley; Igor Akushevich; Matt Duan; Arseniy Yashkin; Svetlana Ukraintseva
Journal:  Mech Ageing Dev       Date:  2021-03-30       Impact factor: 5.498
  8 in total

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