An Introduction to Latent Class Analysis (LCA)

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An Introduction to Latent Class Analysis (LCA) Slides courtesy of The Methodology Center at Penn State methodology.psu.edu Outline Conceptual introduction to latent class analysis (LCA) An example: Latent classes of adolescent drinking

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An Introduction to Latent Class Analysis (LCA) Slides courtesy of The Methodology Center at Penn State
methodology.psu.edu<br>
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Outline Conceptual introduction to latent class analysis (LCA)

An example: Latent classes of adolescent drinking behavior

Types of research questions LCA can address

Types of data that can be used with LCA

Parameters estimated in LCA and the LCA mathematical model<br>
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Abbreviations LCA = latent class analysis
Categorical latent variable measured with categorical items

LPA = latent profile analysis
Categorical latent variable measured with continuous items<br>