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Latent Class Analysis for Repeatedly Measured Multiple Latent Class Variables
Multivariate Behavioral Research, 2020Research on stage-sequential shifts across multiple latent classes can be challenging in part because it may not be possible to observe the particular stage-sequential pattern of a single latent class variable directly. In addition, one latent class variable may affect or be affected by other latent class variables and the associations among multiple ...
Saebom, Jeon +3 more
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2016
Διπλωματική εργασία - Πάντειο Πανεπιστήμιο. Τμήμα Οικονομικής και Περιφερειακής Ανάπτυξης, ΠΜΣ, κατεύθυνση Εφηρμοσμένων Οικονομικών και Διοίκησης ...
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Διπλωματική εργασία - Πάντειο Πανεπιστήμιο. Τμήμα Οικονομικής και Περιφερειακής Ανάπτυξης, ΠΜΣ, κατεύθυνση Εφηρμοσμένων Οικονομικών και Διοίκησης ...
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Latent Class and Latent Profile Analysis
The goal of Latent Class Analysis (LCA) and Latent Profile Analysis (LPA) is to identify latent subpopulations of people, characterized by distinct configurations-or different profiles-of scores on a set of variables (Hofmans et al., 2020). Because of its ability to identify subpopulations of employees who score similarly on a set of variables, LCA/LPAopenaire +2 more sources
Linear Logistic Latent Class Analysis
Biometrical Journal, 1982AbstractIn the present paper the linear logistic extension of latent class analysis is described. Thereby it is assumed that the item latent probabilities as well as the class sizes can be attributed to some explanatory variables. The basic equations of the model state the decomposition of the log‐odds of the item latent probabilities and of the class ...
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2008
Personen unterscheiden sich hinsichtlich einer Vielzahl von Eigenschaften, zum Beispiel ihres Geschlechts, ihrer Korpergrose, oder ihres Temperaments: Manche Menschen sind eher extravertiert, andere eher introvertiert. Solche Personvariablen sind zum einen entweder direkt beobachtbar (Geschlecht, Korpergrose) oder nur indirekt uber Indikatorvariablen ...
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Personen unterscheiden sich hinsichtlich einer Vielzahl von Eigenschaften, zum Beispiel ihres Geschlechts, ihrer Korpergrose, oder ihres Temperaments: Manche Menschen sind eher extravertiert, andere eher introvertiert. Solche Personvariablen sind zum einen entweder direkt beobachtbar (Geschlecht, Korpergrose) oder nur indirekt uber Indikatorvariablen ...
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Latent Class Analysis and Model Selection
2006This paper discusses model selection for latent class (LC) models. A large experimental design is set that allows the comparison of the performance of different information criteria for these models, some compared for the first time. Furthermore, the level of separation of latent classes is controlled using a new procedure.
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