ordFit: Fit Statistics for Proportional Odds Logistic Regression...

In davidaarmstrong/damisc: Dave Armstrong's Miscellaneous Functions

Fit Statistics for Proportional Odds Logistic Regression Models

Description

For objects of class polr or clm, it calculates a number of fit statistics and specification tests.

Usage

ordfit(obj, data)

Arguments

obj	A model object of class polr or clm.
data	A data frame used to fit 'obj'.

Value

An object of class ordfit which is a matrix containing statistics and specification tests.

Author(s)

Dave Armstrong

References

Lipsitz, S. R., Fitzmaurice, G. M. and Mohlenberghs, G. 1996. Goodness-of-fit Tests for Ordinal Response Regression Models. Applied Statistics, 45: 175-190.
Pulkstenis, E. and Robinson, T. J. 2004. Goodness-of-fit Test for Ordinal Response Regression Models. Statistics in Medicine, 23: 999-1014.
Fagerland, M. W. and Hosmer, D. W. 2013. A Goodness-of-fit Test for the Proportional Odds Regression Model. Statistics in Medicine 32(13): 2235-2249.

Examples

library(MASS)
data(france)
polr.mod <- polr(vote ~ age + male + retnat + lrself, data=france)
ordfit(polr.mod)

davidaarmstrong/damisc documentation built on Oct. 1, 2023, 3:05 p.m.