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Latent Markov Models for Longitudinal Data /

Drawing on the authors' extensive research in the analysis of categorical longitudinal data, Latent Markov Models for Longitudinal Data focuses on the formulation of latent Markov models and the practical use of these models. Numerous examples illustrate how latent Markov models are used in eco...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Bartolucci, Francesco (Autor), Farcomeni, Alessio (Autor), Pennoni, Fulvia (Autor)
Autor Corporativo: Safari, an O'Reilly Media Company
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chapman and Hall/CRC, 2012.
Edición:1st edition.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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300 |a 1 online resource (252 pages) 
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520 |a Drawing on the authors' extensive research in the analysis of categorical longitudinal data, Latent Markov Models for Longitudinal Data focuses on the formulation of latent Markov models and the practical use of these models. Numerous examples illustrate how latent Markov models are used in economics, education, sociology, and other fields. The R a. 
542 |f Copyright © Chapman and Hall/CRC 2012  |g 2012 
550 |a Made available through: Safari, an O'Reilly Media Company. 
588 |a Online resource; Title from title page (viewed October 29, 2012) 
505 0 |a Front Cover; Contents; List of Figures; List of Tables; Preface; Chapter 1 -- Overview on latent Markov modeling; Chapter 2 -- Background on latent variable and Markov chain models; Chapter 3 -- Basic latent Markov model; Chapter 4 -- Constrained latent Markov models; Chapter 5 -- Including individual covariates and relaxing basic model assumptions; Chapter 6 -- Including random effects and extension to multilevel data; Chapter 7 -- Advanced topics about latent Markov modeling; Chapter 8 -- Bayesian latent Markov models; Appendix A -- Software; List of Main Symbols; Bibliography; Back Cover 
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650 0 |a Markov processes. 
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