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Latent Class Analysis and Model Selection
2006This 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
2012In 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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Economics Letters, 2018
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Latent Trait and Latent Class Models.
Contemporary Sociology, 1989Allen L. McCutcheon +2 more
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A bootstrap for latent class model models for determining the appropriate number of latent classes
1999A 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
1988Most 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, 2020Jungkyu Park, Changhwan Shin
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