bookDec 14, 2009Closed access

Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences

Pennsylvania State University · Cancer Institute (WIA)

Abstract

One of the few books on latent class analysis (LCA) and latent transition analysis (LTA) with a comprehensive treatment of longitudinal latent class models, Latent Class and Latent Transition Analysis reflects improvements in statistical computing as the most up-to-date reference for theoretical, technical, and practical issues in cross-sectional and longitudinal data. Plentiful examples enable the reader to acquire a thorough conceptual and technical understanding and to apply techniques to address empirical research questions. Researchers seeking an advanced introduction to LCA and LTA and g

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Topics & keywords

Keywords
  • Latent class model
  • Latent variable
  • Categorical variable
  • Latent variable model
  • Empirical research
  • Local independence
  • Econometrics
  • Probabilistic latent semantic analysis
UN Sustainable Development Goals
  • Quality Education
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