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Multimethod Latent Class Analysis [PDF]
Frontiers in Psychology, 2015 Correct and, hence, valid classifications of individuals are of high importance in the social sciences as these classifications are the basis for diagnoses and / or the assignment to a treatment.
Fridtjof W Nussbeck, Michael eEid
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Latent Class Analysis with Arbitrary-Distribution Responses [PDF]
EntropyThe latent class model has been proposed as a powerful tool in understanding human behavior for various fields such as social, psychological, behavioral, and biological sciences.
Huan Qing, Xiaofei Xu
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Archives of Psychology, 2021 This paper describes the technique of exploratory latent class cluster analysis. The classical analysis is a model-based statistical approach for identifying unobserved subgroups from observed categorical data and for classifying cases into the identified subgroups based on membership probabilities estimated directly from the statistical model.
J. Vermunt, J. Magidson
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poLCA: An R Package for Polytomous Variable Latent Class Analysis
Journal of Statistical Software, 2011 poLCA is a software package for the estimation of latent class and latent class regression models for polytomous outcome variables, implemented in the R statistical computing environment. Both models can be called using a single simple command line.
Drew A. Linzer, Jeffrey B. Lewis
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Frontiers in Psychology, 2019 Background: Latent class analysis (LCA) can be used to identify subgroups of children with similar patterns of mental health symptoms and/or strengths. The method is becoming more commonly used in child mental health research, but there are reservations ...
Kimberly J. Petersen +2 more
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Mental health responses to the COVID-19 pandemic: a latent class trajectory analysis using longitudinal UK data [PDF]
Lancet psychiatry, 2021 Matthias Pierce +10 more
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Displaying Latent Classes in Figures: Consideration of Practices [PDF]
Tutorials in Quantitative Methods for Psychology, 2023 While latent class analysis (LCA) has gained popularity in social sciences, including psychology, the visualization of latent classes has been the subject of limited discussions.
Zhao, Xiang
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Digital Competence Analysis of University Students Using Latent Classes
Education Sciences, 2021 The objective of this study is to characterize Latent Classes emerging from the analysis of the level of digital competences, use and consumption of applications and/or services through the Internet.
Carmen Gloria Burgos-Videla +3 more
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Recommended Practices in Latent Class Analysis Using the Open-Source R-Package tidySEM
Structural Equation Modeling: A Multidisciplinary Journal, 2023 Latent class analysis (LCA) refers to techniques for identifying groups in data based on a parametric model. Examples include mixture models, LCA with ordinal indicators, and latent class growth analysis. Despite its popularity, there is limited guidance
C. V. van Lissa +2 more
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Multimorbidity patterns in South Africa: A latent class analysis
Frontiers in Public Health, 2023 Introduction South Africa has the largest burden of HIV worldwide and has a growing burden of non-communicable diseases; the combination of which may lead to diseases clustering in ways that are not seen in other regions.
R. Roomaney +3 more
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