LVMMCOR: A Latent Variable Model for Mixed Continuous and Ordinal Responses

A model for mixed ordinal and continuous responses is presented where the heteroscedasticity of the variance of the continuous response is also modeled. In this model ordinal response can be dependent on the continuous response. The aim is to use an approach similar to that of Heckman (1978) for the joint modelling of the ordinal and continuous responses. With this model, the dependence between responses can be taken into account by the correlation between errors in the models for continuous and ordinal responses

Author
Ehsan Bahrami Samani and Nourallah Tazikeh Miyandarreh
Date of publication
2013-06-06 07:49:30
Maintainer
Ehsan Bahrami Samani <ehsan_bahrami_samani@yahoo.com>
License
GPL (>= 2)
Version
0.01.1

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Man pages

Bahrami
Body Mass Index and Steatosis Data
LVMMCOR
A Latent Variable Model for Mixed Continuous and Ordinal...
LVMMCOR.default
A Latent Variable Model for Mixed Continuous and Ordinal...
LVMMCOR-package
A Latent Variable Model for Mixed Continuous and Ordinal...

Files in this package

LVMMCOR
LVMMCOR/MD5
LVMMCOR/man
LVMMCOR/man/LVMMCOR.default.Rd
LVMMCOR/man/LVMMCOR.Rd
LVMMCOR/man/LVMMCOR-package.Rd
LVMMCOR/man/Bahrami.Rd
LVMMCOR/data
LVMMCOR/data/Bahrami.RData
LVMMCOR/R
LVMMCOR/R/LVMMCOR4.R
LVMMCOR/NAMESPACE
LVMMCOR/DESCRIPTION