Modern applied regression Bayesian and frequentist analysis of categorical and limited response variables with R and Stan
"Modern Applied Regressions creates an intricate and colorful mural with mosaics of categorical and limited response variable (CLRV) models using both Bayesian and Frequentist approaches. Written for graduate students, junior researchers, and quantitative analysts in behavioral, health, and soc...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boca Raton, London, New York
CRC Press
2023
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| Schriftenreihe: | Chapman and Hall/CRC statistics in the social and behavioral sciences series
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| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis |
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Tag hinzufügen | Zusammenfassung: | "Modern Applied Regressions creates an intricate and colorful mural with mosaics of categorical and limited response variable (CLRV) models using both Bayesian and Frequentist approaches. Written for graduate students, junior researchers, and quantitative analysts in behavioral, health, and social sciences, this text provides details for doing Bayesian and frequentist data analysis of CLRV models. This book first scaffolds both Bayesian and frequentist paradigms for regression analysis, and then moves onto different types of categorical and limited response variable models, including binary, ordered, multinomial, count, and survival regression"-- |
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| Beschreibung: | Literaturverzeichnis: Seite 257-272 |
| Beschreibung: | xv, 281 Seiten Illustrationen |
| ISBN: | 9780367173876 978-0-367-17387-6 9781032376745 978-1-032-37674-5 |