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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   +5 more sources

Latent class models for classification [PDF]

Computational Statistics and Data Analysis, 2003
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jeroen K Vermunt, Jay Magidson
exaly   +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

Latent class regression on latent factors [PDF]

Biostatistics, 2005
In the research of public health, psychology, and social sciences, many research questions investigate the relationship between a categorical outcome variable and continuous predictor variables. The focus of this paper is to develop a model to build this relationship when both the categorical outcome and the predictor variables are latent (i.e.
Jia, Guo, Melanie, Wall, Yasuo, Amemiya
openaire   +2 more sources

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

Examining the Measurement Invariance of TIMSS 2015 Mathematics Liking Scale through Different Methods

International Journal of Assessment Tools in Education, 2021
Studies aiming to make cross-cultural comparisons first should establish measurement invariance in the groups to be compared because results obtained from such comparisons may be artificial in the event that measurement invariance cannot be established ...
Esra Oyar, Zafer Ertürk
doaj   +1 more source