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Direct linkFahrmeir, Ludwig; Raach, Alexander – Psychometrika, 2007
In this paper 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 semiparametric Gaussian regression model. We extend existing LVMs with the usual linear covariate effects by including nonparametric components for nonlinear…
Descriptors: Markov Processes, Social Sciences, Monte Carlo Methods, Bayesian Statistics
