Latent Markov Models for Longitudinal Data
eBook - PDF

Latent Markov Models for Longitudinal Data

  1. 252 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Latent Markov Models for Longitudinal Data

About this book

Drawing on the authors' extensive research in the analysis of categorical longitudinal data, this book focuses on the formulation of latent Markov models and the practical use of these models. It demonstrates how to use the models in three types of analysis, with numerous examples illustrating how latent Markov models are used in economics, education, sociology, and other fields. The R and MATLAB routines used for the examples are available on the authors' website.

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Yes, you can access Latent Markov Models for Longitudinal Data by Francesco Bartolucci, Alessio Farcomeni, Fulvia Pennoni in PDF and/or ePUB format, as well as other popular books in Mathematik & Wahrscheinlichkeitsrechnung & Statistiken. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Front Cover
  2. Contents
  3. List of Figures
  4. List of Tables
  5. Preface
  6. Chapter 1 - Overview on latent Markov modeling
  7. Chapter 2 - Background on latent variable and Markov chain models
  8. Chapter 3 - Basic latent Markov model
  9. Chapter 4 - Constrained latent Markov models
  10. Chapter 5 - Including individual covariates and relaxing basic model assumptions
  11. Chapter 6 - Including random effects and extension to multilevel data
  12. Chapter 7 - Advanced topics about latent Markov modeling
  13. Chapter 8 - Bayesian latent Markov models
  14. Appendix A - Software
  15. List of Main Symbols
  16. Bibliography
  17. Back Cover