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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2Topics & 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
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