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Latent Class Analysis and Model Selection

2006
This paper discusses model selection for latent class (LC) models. A large experimental design is set that allows the comparison of the performance of different information criteria for these models, some compared for the first time. Furthermore, the level of separation of latent classes is controlled using a new procedure.
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Multilevel Latent Class Modelling

2012
In Chap. 5 we introduced multilevel modelling, where a continuous latent variable represents variation across the levels of a natural hierarchy, yielding random effects. In Chap. 6, we introduced latent class analysis, where using a binary latent variable gave rise to a mixture model of count data to accommodate an excess of zeros relative to standard ...
Wendy Harrison   +3 more
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Latent class and latent profile models.

2023
Brian P. Flaherty   +2 more
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A spatial latent class model

Economics Letters, 2018
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Latent Trait and Latent Class Models.

Contemporary Sociology, 1989
Allen L. McCutcheon   +2 more
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A bootstrap for latent class model models for determining the appropriate number of latent classes

1999
A bootstrap for latent class model models for determining the appropriate number of latent ...
Winsberg, Suzanne, de Soete, Geert
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Latent Class Models for Measuring

1988
Most latent class analysis in contemporary social research is aimed at data reduction or “building clusters for qualitative data” (Formann, 1985, p. 87; see also Aitkin, Anderson, & Hinde, 1981). Some special restricted models in this area have of course been used to represent structural characteristics or behavioral processes (e.g., Clogg, 1981a ...
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Latent Class Modeling for Nested Data : Introduction to Multilevel Latent Class Model

Journal of Research Methodology, 2020
Jungkyu Park, Changhwan Shin
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