eBook - PDF
Latent Markov Models for Longitudinal Data
- 252 pages
- English
- PDF
- 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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Information
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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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 Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.