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This book provides many practical examples illustrating the wide variety of uses of the models. These examples are drawn from our own work in psychology, as well as other areas such as financial time series and climate data. Most examples illustrate the use of the authors¿ depmixS4 package, which provides a flexible framework to construct and estimate mixture and hidden Markov models. All examples are fully reproducible and the accompanying hmmR package provides all the datasets used, as well as additional functionality. This book is suitable for advanced students and researchers with an applied background.
This book provides many practical examples illustrating the wide variety of uses of the models. These examples are drawn from our own work in psychology, as well as other areas such as financial time series and climate data. Most examples illustrate the use of the authors¿ depmixS4 package, which provides a flexible framework to construct and estimate mixture and hidden Markov models. All examples are fully reproducible and the accompanying hmmR package provides all the datasets used, as well as additional functionality. This book is suitable for advanced students and researchers with an applied background.
Provides a unified and comprehensive treatment of mixture and hidden Markov models
Provides many practical R examples on applications in the behavioral and social sciences
Suitable for advanced students and researchers in applied statistics and the social sciences
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Seiten: | 284 |
Reihe: | Use R! |
Inhalt: |
xvi
267 S. 82 s/w Illustr. 267 p. 82 illus. |
ISBN-13: | 9783031014383 |
ISBN-10: | 3031014383 |
Sprache: | Englisch |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: |
Speekenbrink, Maarten
Visser, Ingmar |
Auflage: | 1st ed. 2022 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG Use R! |
Maße: | 241 x 160 x 21 mm |
Von/Mit: | Maarten Speekenbrink (u. a.) |
Erscheinungsdatum: | 29.06.2022 |
Gewicht: | 0,594 kg |
Provides a unified and comprehensive treatment of mixture and hidden Markov models
Provides many practical R examples on applications in the behavioral and social sciences
Suitable for advanced students and researchers in applied statistics and the social sciences
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Seiten: | 284 |
Reihe: | Use R! |
Inhalt: |
xvi
267 S. 82 s/w Illustr. 267 p. 82 illus. |
ISBN-13: | 9783031014383 |
ISBN-10: | 3031014383 |
Sprache: | Englisch |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: |
Speekenbrink, Maarten
Visser, Ingmar |
Auflage: | 1st ed. 2022 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG Use R! |
Maße: | 241 x 160 x 21 mm |
Von/Mit: | Maarten Speekenbrink (u. a.) |
Erscheinungsdatum: | 29.06.2022 |
Gewicht: | 0,594 kg |