The application of latent class analysis for investigating population child mental health: A systematic review
… , studies that used latent class growth analysis to create classes of … out latent transition
analysis (a longitudinal extension to latent class analysis), providing they reported latent class …
analysis (a longitudinal extension to latent class analysis), providing they reported latent class …
Introduction to latent class analysis with applications
M Porcu, F Giambona - The Journal of Early Adolescence, 2017 - journals.sagepub.com
… We provide an application of LCA to empirical data collected from a … a latent class model.
This article aims to describe and interpret results of LCA, allowing users to replicate the analysis…
This article aims to describe and interpret results of LCA, allowing users to replicate the analysis…
Identifying patterns of multimorbidity in older Americans: application of latent class analysis
HE Whitson, KS Johnson, R Sloane… - Journal of the …, 2016 - Wiley Online Library
… Surveys (self‐report) were used to assess chronic conditions, and latent class analysis (
LCA ) was used to define multimorbidity classes based on the presence or absence of 13 …
LCA ) was used to define multimorbidity classes based on the presence or absence of 13 …
Empirically derived subgroups of self‐injurious thoughts and behavior: Application of latent class analysis
K Dhingra, D Boduszek… - Suicide and Life …, 2016 - Wiley Online Library
Latent class analysis was applied to the sample data to identify homogenous subtypes or
classes of self‐injurious thoughts and behavior ( SITB ) based on indicators indexing suicide …
classes of self‐injurious thoughts and behavior ( SITB ) based on indicators indexing suicide …
Latent class analysis in PLS-SEM: A review and recommendations for future applications
… latent class analyses for identifying and treating unobserved heterogeneity has also gained
momentum. Researchers have introduced various latent class … -PLS applications published …
momentum. Researchers have introduced various latent class … -PLS applications published …
[HTML][HTML] Patterns of multiple health risk–behaviours in university students and their association with mental health: application of latent class analysis
… Latent class analysis was used to identify patterning based on eight salient health-risk
behaviours (marijuana use, other illicit drug use, risky sex, smoking, binge drinking, poor diet, …
behaviours (marijuana use, other illicit drug use, risky sex, smoking, binge drinking, poor diet, …
Application of latent class analysis in psychological research
JT ZHANG, C Jiao, MQ ZHANG - Advances in Psychological …, 2010 - journal.psych.ac.cn
Abstract: Latent class analysis is a statistical technique used to identify subtypes of related
cases. In the method, statistic model is built according to relationship between categorical …
cases. In the method, statistic model is built according to relationship between categorical …
Latent class analysis of complex sample survey data: application to dietary data
BH Patterson, CM Dayton… - Journal of the American …, 2002 - Taylor & Francis
… dietary data, latent class analysis (LCA), to … latent class estimation algorithm and by
accounting for the complex sample design through the use of jackknife standard errors. A two-class …
accounting for the complex sample design through the use of jackknife standard errors. A two-class …
Latent class analysis: a guide to best practice
… The application of LCA is an active area of research and continues to evolve. As more … ,
and provide an example of its application. Latent class analysis (LCA) is a statistical procedure …
and provide an example of its application. Latent class analysis (LCA) is a statistical procedure …
Heterogeneity in activity-travel patterns of public transit users: an application of latent Class Analysis
R Rafiq, MG McNally - Transportation Research Part A: Policy and Practice, 2021 - Elsevier
… In contrast, this study used Latent Class Analysis (LCA) which allowed for the simultaneous
consideration of this relationship. To the best of our knowledge, no prior work has attempted …
consideration of this relationship. To the best of our knowledge, no prior work has attempted …