Results 1 to 10 of about 543,991 (343)
Estimating Multiple Classification Latent Class Models [PDF]
Psychometrika, 1999 This paper presents a new class of models for persons-by-items data. The essential new feature of this class is the representation of the persons: every person is represented by its membership to multiple latent classes, each of which belongs to one latent classification.
Eric Maris
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Identifiability of Latent Class Models with Covariates [PDF]
Psychometrika, 2022 AbstractLatent 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. Among the previous research on the identifiability of latent class models with covariates, Huang and Bandeen-Roche (Psychometrika 69:5–32, 2004) studied ...
Jing Ouyang, Gongjun Xu
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Family and social class differences in sports behavior motivation among college students: An empirical study based on the latent class model [PDF]
Front Psychol, 2023 Liping Liu +3 more
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Differential item functioning across gender with MIMIC modeling: PISA 2018 financial literacy items
International Journal of Assessment Tools in Education, 2022 The aim of this study is to investigate the presence of DIF over the gender variable with the latent class modeling approach. Data were 953 students from the USA who participated in the PISA 2018 8th-grade financial literacy assessment.
Fatıma Münevver Saatçioğlu
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Journal of Dairy Science, 2022 : Active infectious bovine respiratory disease (BRD) is an infection of the airways that needs to be diagnosed correctly so that appropriate treatment can be initiated.
J. Berman +4 more
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Bayesian Latent Class Analysis: Sample Size, Model Size, and Classification Precision
Mathematics, 2023 The current literature includes limited information on the classification precision of Bayes estimation for latent class analysis (BLCA). (1) Objectives: The present study compared BLCA with the robust maximum likelihood (MLR) procedure, which is the ...
Diana Mindrila
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Modeling Airport Choice Using a Latent Class Logit Model
Aerospace, 2023 Studying the location of an airport is essential for optimizing its functionality, ensuring safety, and maximizing its economic benefits. There are many airports located within a short distance of each other, and users can often choose to travel between ...
Luigi dell’Olio +2 more
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Analysis and modeling of trucks travel choice preference under differentiated charging
Shenzhen Daxue xuebao. Ligong ban, 2023 To study the impact of expressway differentiated charging on the travel choice behavior of truck drivers, this paper combines the multinomial logit (MNL) model, the nested logit (NL) model and the latent class model based on the theoretical framework of ...
KONG Dexue +3 more
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Bayesian Analysis, 2022 Latent Class Models (LCMs) are used to cluster multivariate categorical data (e.g. group participants based on survey responses). Traditional LCMs assume a property called conditional independence. This assumption can be restrictive, leading to model misspecification and overparameterization.
Bowers, Jesse, Culpepper, Steve
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Examining the Fairness of the University Entrance Exam: A Latent Class Analysis Approach to Differential Item Functioning [PDF]
Issues in Language Teaching, 2021 Measurement has been ubiquitous in all areas of education for at least a century. Various methods have been suggested to examine the fairness of education tests especially in high-stakes contexts.
Sayyed Mohammad Alavi +2 more
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