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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
doaj   +6 more sources

Latent Class Cluster Analysis [PDF]

Encyclopedia of Gerontology and Population Aging, 2002
• Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain • You may freely ...
Vermunt, J.K., Magidson, J.
openaire   +3 more sources

Latent Class Analysis with Arbitrary-Distribution Responses [PDF]

Entropy
The 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
doaj   +2 more sources

Latent Class Model with Heterogeneous Decision Rule for Identification of Factors to the Choice of Drivers’ Seat Belt Use

Computation, 2021
The choice of not buckling a seat belt has resulted in a high number of deaths worldwide. Although extensive studies have been done to identify factors of seat belt use, most of those studies have ignored the presence of heterogeneity across vehicle ...
Mahdi Rezapour, Khaled Ksaibati
doaj   +1 more source

Investigation of the effect of parameter estimation and classification accuracy in mixture IRT models under different conditions

International Journal of Assessment Tools in Education, 2022
This study aims to examine the effects of mixture item response theory (IRT) models on item parameter estimation and classification accuracy under different conditions.
Hakan Yavuz Atar, Fatıma Münevver Saatçioğlu   +1 more
doaj   +1 more source

Mental health responses to the COVID-19 pandemic: a latent class trajectory analysis using longitudinal UK data

Lancet psychiatry, 2021
Background The mental health of the UK population declined at the onset of the COVID-19 pandemic. Convenience sample surveys indicate that recovery began soon after. Using a probability sample, we tracked mental health during the pandemic to characterise
M. Pierce, S. McManus, H. Hope, M. Hotopf, T. Ford, S. Hatch, A. John, E. Kontopantelis, R. Webb, S. Wessely, K. Abel   +10 more
semanticscholar   +1 more source

Accounting for Attribute Non-Attendance and Common-Metric Aggregation in the Choice of Seat Belt Use, a Latent Class Model with Preference Heterogeneity

Algorithms, 2021
A choice to use a seat belt is largely dependent on the psychology of the vehicles’ occupants, and thus those decisions are expected to be characterized by preference heterogeneity.
Mahdi Rezapour, Khaled Ksaibati
doaj   +1 more source

Modeling factors to various drivers' actions due to vehicle malfunctions, the integrated latent class and latent variable model

Engineering Reports, 2022
It is known that how individuals perceive the situation result in choices. However, it is unknown, how drivers process the information of vehicle malfunctions based on the situation at hand.
Mahdi Rezapour, Khaled Ksaibati
doaj   +1 more source

Three-year trajectories of alcohol use among at-risk and among low-risk drinkers in a general population sample of adults: A latent class growth analysis of a brief intervention trial

Frontiers in Public Health, 2022
BackgroundFew studies have assessed trajectories of alcohol use in the general population, and even fewer studies have assessed the impact of brief intervention on the trajectories. Especially for low-risk drinkers, it is unclear what trajectories occur,
Sophie Baumann, Sophie Baumann, Andreas Staudt, Andreas Staudt, Jennis Freyer-Adam, Jennis Freyer-Adam, Maria Zeiser, Gallus Bischof, Christian Meyer, Ulrich John, Ulrich John   +10 more
doaj   +1 more source

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, M. Garnier-Villarreal, D. Anadria   +2 more
semanticscholar   +1 more source