Mixture and Hidden Markov Models with R
This book discusses mixture and hidden Markov models for modeling behavioral data. Mixture and hidden Markov models are statistical models which are useful when an observed system occupies a number of distinct "regimes" or unobserved (hidden) states. These models are widely used in a varie...
| Autor Corporativo: | |
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| Otros Autores: | , |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing
2022.
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| Edición: | 1st ed |
| Colección: | Springer eBooks.
Use R!, |
| Acceso en línea: | Conectar con la versión electrónica |
| Ver en Universidad de Navarra: | https://innopac.unav.es/record=b47157756*spi |
Tabla de Contenidos:
- Preface
- Introduction & preliminaries
- 2 Mixture and latent class models
- 3 Mixture and latent class models: Applications
- 4 Hidden Markov model
- 5 Univariate hidden Markov models
- 6 Multivariate hidden Markov models
- 7 Extensions
- References
- Index
- Epilogue.
