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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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Bartolucci, Francesco (Author), Farcomeni, Alessio (Author), Pennoni, Fulvia (Author)
Corporate Author: Safari, an O'Reilly Media Company
Format: Electronic eBook
Language:Inglés
Published: Chapman and Hall/CRC, 2012.
Edition:1st edition.
Subjects:
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.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • 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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