[R] Multilevel analysis for ordinal responses

Duncan Mackay dulcalma at bigpond.com
Sat Mar 1 07:47:04 CET 2014


Hi

The package VGAM checks the assumption by the argument "parallel" and
comparing the 2 models with and without. 
I am not sure if package rms does so as well

Below  are some other packages that do ordinal regression, some have
marginal capability 
ordinal
repolr
multgee
geepack
nnet

I am not sure what is available in those to compare the parallel assumption

Duncan

Duncan Mackay
Department of Agronomy and Soil Science
University of New England
Armidale NSW 2351
Email: home: mackay at northnet.com.au


-----Original Message-----
From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-project.org] On
Behalf Of shkingdom
Sent: Saturday, 1 March 2014 11:57
To: r-help at r-project.org
Subject: [R] Multilevel analysis for ordinal responses

Dear all,

I need to fit a multielvel model for an ordinal response. Does R have a
command for conducting a multilevel ordinal logistic regression when the
model violates the parallel regression or proportional odds assumption?
Additionally, are there any tests to check the parallel regression
assumption for the multilevel ordered model? Providing an syntax would be
really helpful.

Thanks in advance,

Wander



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