Results 1 to 10 of about 11,069 (260)
Identifiability of Latent Class Models with Covariates
Psychometrika, 2022 Latent class models with covariates are widely used for psychological, social, and educational research. Yet the fundamental identifiability issue of these models has not been fully addressed.
Gongjun Xu, Xu Gongjun
exaly +5 more sources
Estimating multiple classification latent class models
Psychometrika, 1999 latent class models, latent response models, cognitive processes, EM-algorithm,
Eric Maris
exaly +2 more sources
Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, 2021 Background Research examining the role of obesity in cardiovascular disease (CVD) often fails to adequately consider heterogeneity in obesity severity, distribution, and duration.
Laura M. Raffield +13 more
doaj +1 more source
Bayesian Latent Class Models in malaria diagnosis. [PDF]
PLoS ONE, 2012 AIMS: The main focus of this study is to illustrate the importance of the statistical analysis in the evaluation of the accuracy of malaria diagnostic tests, without admitting a reference test, exploring a dataset (n=3317) collected in São Tomé and ...
Luzia Gonçalves +5 more
doaj +1 more source
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
doaj +1 more source
Journal of Transport and Land Use, 2023 We propose a method to estimate mode choice models, where preference parameters are sensitive to the spatial context of the trip origin, challenging traditional assumptions of spatial homogeneity in the relationship between travel modes and the built ...
Jaime Pablo Orrego-Oñate +2 more
doaj +3 more sources
Comparison of Criteria for Choosing the Number of Classes in Bayesian Finite Mixture Models. [PDF]
PLoS ONE, 2017 Identifying the number of classes in Bayesian finite mixture models is a challenging problem. Several criteria have been proposed, such as adaptations of the deviance information criterion, marginal likelihoods, Bayes factors, and reversible jump MCMC ...
Kazem Nasserinejad +3 more
doaj +1 more source
Indicator Selection For Latent Class Models Using Constrained Model Fitting [PDF]
The Egyptian Statistical Journal, 2019 Whist considerable attention has been Paid to determining the number of classes in a latent class analysis less attention has directed at the optimal selection of indicator variables . Indicator selection reduces redundancy and complexity,and can provide
Brian Francis, Fuad A. A. Awwad
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Automated Bot Detection Using Bayesian Latent Class Models in Online Surveys
Frontiers in Psychology, 2022 Behavioral scientists have become increasingly reliant on online survey platforms such as Amazon's Mechanical Turk (Mturk). These platforms have many advantages, for example it provides ease of access to difficult to sample populations, a large pool of ...
Zachary Joseph Roman +2 more
doaj +1 more source
Neighborhoods and adolescent polysubstance use in Jamaica [PDF]
PeerJ, 2023 Background The purpose of this study was to identify latent classes of polysubstance use among adolescents in Jamaica and the role of neighborhood factors in the association with polysubstance use class membership.
Amrita Gill +8 more
doaj +2 more sources