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An Introduction to Latent Class Analysis: Methods and Applications (Behaviormetrics: Quantitative Approaches to Human Behavior, 14) - Hardcover
- PublisherSpringer
- Publication date2022
- ISBN 10 9811909717
- ISBN 13 9789811909719
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages201
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Introduction to Latent Class Analysis : Methods and Applications
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An Introduction to Latent Class Analysis: Methods and Applications (Behaviormetrics: Quantitative Approaches to Human Behavior, 14)
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An Introduction to Latent Class Analysis : Methods and Applications
Published by
Springer Nature Singapore, 2022
ISBN 10: 9811909717
ISBN 13: 9789811909719
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Condition: Hervorragend. Zustand: Hervorragend | Seiten: 204 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 38636704/1
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Introduction to Latent Class Analysis : Methods and Applications
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An Introduction to Latent Class Analysis
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Springer Nature Singapore, Springer Nature Singapore Apr 2022, 2022
ISBN 10: 9811909717
ISBN 13: 9789811909719
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides methods and applications of latent class analysis, and the following topics are taken up in the focus of discussion: basic latent structure models in a framework of generalized linear models, exploratory latent class analysis, latent class analysis with ordered latent classes, a latent class model approach for analyzing learning structures, the latent Markov analysis for longitudinal data, and path analysis with latent class models. The maximum likelihood estimation procedures for latent class models are constructed via the expectation-maximization (EM) algorithm, and along with it, latent profile and latent trait models are also treated. Entropy-based discussions for latent class models are given as advanced approaches, for example, comparison of latent classes in a latent class cluster model, assessing latent class models, path analysis, and so on. In observing human behaviors and responses to various stimuli and test items, it is valid to assume they are dominated by certain factors. This book plays a significant role in introducing latent structure analysis to not only young researchers and students studying behavioral sciences, but also to those investigating other fields of scientific research. 204 pp. Englisch. Seller Inventory # 9789811909719
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An Introduction to Latent Class Analysis
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Springer, Berlin|Springer Nature Singapore|Springer, 2022
ISBN 10: 9811909717
ISBN 13: 9789811909719
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book provides methods and applications of latent class analysis, and the following topics are taken up in the focus of discussion: basic latent structure models in a framework of generalized linear models, exploratory latent class analysis, latent c. Seller Inventory # 562705009
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