A Bayesian semiparametric latent variable model for binary, ordinal and continuous response (2006)
This thesis discusses a latent variable model (LVM) which is based on a Bayesian approach and is estimated by Markov chain Monte Carlo methods (MCMC). The model extends classic factor analysis by...
A Bayesian semiparametric latent variable model for binary, ordinal and continuous response (2006)
This thesis discusses a latent variable model (LVM) which is based on a Bayesian approach and is estimated by Markov chain Monte Carlo methods (MCMC). The model extends classic factor analysis by...
A Bayesian semiparametric latent variable model for mixed responses (2006)
Fahrmeir, Ludwig, Raach, Alexander
In this article we introduce a latent variable model (LVM) for mixed ordinal and continuous responses, where covariate effects on the continuous latent variables are modelled through a flexible...
A Bayesian Semiparametric Latent Variable Model for Mixed Responses
Ludwig Fahrmeir, Alexander Raach
latent variable models, mixed responses, penalized splines, spatial effects, MCMC,