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PSY781 - Advanced Quant
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Syllabus
Reading Responses
Publicly Available Data
Week 1 - Overview
Week 2 - Questions
Week 4 - Observational
Week 5 - Quasi-Exp. I
Week 6 - Quasi-Exp. II
Week 8 - Med & Mod
Week 9 - SEM
Week 10 - LCA
Week 12 - P. Pres.
Week 13 - Longitudinal
Week 14 - MLM
Week 15 - SNA
Week 16 - Troubleshooting
Week 17 - Software
Week 18 - Final Pres.
Resources
PSY781 - Advanced Quant
Week 10
Latent Class and Profile Analysis
Readings:
Lanza, S. T., & Rhoades, B. L. (2013).
Latent class analysis: An alternative perspective on subgroup analysis in prevention and treatment
.
Prevention Science
,
14
(2), 157-168.
Nylund-Gibson, K., & Choi, A. Y. (2018).
Ten Frequently Asked Questions About Latent Class Analysis
.
Translational Issues in Psychological Science
,
4
(4), 440-461.
Berlin, K. S., Williams, N. A., & Parra, G. R. (2014).
An introduction to latent variable mixture modeling (part 1): Overview and cross-sectional latent class and latent profile analyses
.
Journal of Pediatric Psychology
,
39
(2), 174-187.
Examples:
Warmingham, J. M., Handley, E. D., Rogosch, F. A., Manly, J. T., & Cicchetti, D. (2018).
Identifying maltreatment subgroups with patterns of maltreatment subtype and chronicity: A latent class analysis approach
.
Child Abuse & Neglect
.
Barile, J. P., Pruitt, A. S., & Parker, J. L. (2018).
A latent class analysis of self-identified reasons for experiencing homelessness: Opportunities for prevention
.
Journal of Community and Applied Social Psychology, 28
, 94-107.
Barile, J. P., Mitchell, S. A., Thompson, W. W., Zack, M. M., Reeve, B. B., Cella, D. F., & Wilder-Smith, A. (2015).
Patterns of chronic conditions and their associations with behaviors and quality of life
.
Preventing Chronic Disease. 12
, 1-11.
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