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:
Economics > Statistical methods.
Markov processes.
Markov, Processos de.
Social sciences > Statistical methods.
Markov Chains
Models, Statistical
Processus de Markov.
Économie politique > Méthodes statistiques.
Sciences sociales > Méthodes statistiques.
e-books.
Livres numériques.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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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