![]() Cases within the same latent class are homogeneous with respect to their responses on these indicators, while cases. The latent classes are constructed based on the observed (manifest) responses of the cases on a set of indicator variables. ![]() What is Latent Class Analysis? Latent class analysis (LCA) involves the construction of Latent Classes which are unobserved (latent) subgroups or segments of cases. It is widely used in the medical field, in sociology, in. )ĭefinition of the logistic regression in XLSTAT Principle of the logistic regression Logistic regression is a frequently used method because it allows to model binomial (typically binary) variables, multinomial variables (qualitative variables with more than two categories) or ordinal (qualitative variables whose categories can be ordered). Binäre und multinomiale Logistische Regression (Logit, Probit.
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