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Chunk #8 — Some general methodological considerations

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Does nature have joints worth carving? A discussion of taxometrics, model-based clustering and latent variable mixture modeling.
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If the construct is continuous, then the observed items covary because of the gradual differences in the continuous latent variable. More recent LVMMs combine factors and classes, and feature continuous latent factors within the latent classes. These models therefore permit continuous differences within the distinct groups. In these models part of the covariation of observed items is attributed to the factors, and part is attributed to the latent class variable (see Fig. 1b).