A review of certain latent variable models that may be effectively used to build evaluation systems is proposed. The review is focused on the item response theory models, the latent class models and the latent Markov models. Certain latent Markov versions are illustrated in detail from the perspective of evaluation when multilevel or non-experimental longitudinal data are available.
Bartolucci, F., Pennoni, F., Vittadini, G. (2019). Latent variable models for evaluation systems. In Statistical Methods for Service Quality Evaluation (pp. 14-17). Cuzzolin.
Latent variable models for evaluation systems
Pennoni, F;Vittadini, G.
2019
Abstract
A review of certain latent variable models that may be effectively used to build evaluation systems is proposed. The review is focused on the item response theory models, the latent class models and the latent Markov models. Certain latent Markov versions are illustrated in detail from the perspective of evaluation when multilevel or non-experimental longitudinal data are available.
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