Supporting materials

The purpose of LTA
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Measurement Models
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Structural Models
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Related datasets, collections and other links

• Latent Class Analysis Knowledge Base
• Latent transition analysis | Latent Variable Models

Recommended reading

• Hagenaars, J., & McCutcheon, A. (Eds.). (2002). Applied Latent Class Analysis. Cambridge: Cambridge University Press. doi:10.1017/CBO9780511499531
• Collins, L. M., & Lanza, S. T. (2009). Latent class and latent transition analysis: With applications in the social, behavioral, and health sciences. New York: John Wiley & Sons. doi:10.1002/9780470567333
• Nylund-Gibson, K., Garber, A. C., Carter, D. B., Chan, M., Arch, D. A., Simon, O., ... & Lawrie, S. I. (2023). Ten frequently asked questions about latent transition analysis. Psychological Methods 28(2), 284-300. doi: 10.1037/met0000486.
• Perra, O. (2020). Latent transition analysis. SAGE Research Methods: Foundations. doi: 10.4135/9781526421036878157
• Ryoo, J. H., Wang, C., Swearer, S. M., Hull, M., & Shi, D. (2018). Longitudinal model building using latent transition analysis: An example using school bullying data. Frontiers in Psychology, 9, 675. doi:10.3389/fpsyg.2018.00675