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rabe-hesketh sophia; skrondal anders - multilevel and longitudinal modeling using stata, volume ii

Multilevel and Longitudinal Modeling Using Stata, Volume II Categorical Responses, Counts, and Survival

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Stata Press

Pubblicazione: 10/2021
Edizione: Edizione nuova, 4° edizione





Note Editore

Multilevel and Longitudinal Modeling Using Stata, Fourth Edition, is a complete resource for learning to model data in which observations are grouped. With comprehensive coverage, researchers who need to apply multilevel models will find this book to be the perfect companion. It is also the ideal text for courses in multilevel modeling because it provides examples from a variety of disciplines as well as end-of-chapter exercises that allow students to practice newly learned material. The book comprises two volumes. Volume II focuses on generalized linear models for binary, ordinal, count, and other types of outcomes.




Sommario

Volume II V. Models for categorical responses 10. Dichotomous or binary responses 11. Ordinal responses 12. Nominal responses and discrete choice VI. Models for counts 13. Counts VII. Models for survival or duration data Introduction to models for survival or duration data (part VII) 14. Discrete-time survival 15. Continuous-time survival VIII. Models with nested and crossed random effects 16. Models with nested and crossed random effects




Autore

Sophia Rabe-Hesketh is a professor of educational statistics and biostatistics at the University of California, Berkeley. Anders Skrondal is a senior biostatistician at the Centre for Fertility and Health, Norwegian Institute of Public Health and an adjunct professor at the University of Oslo and at the University of California, Berkeley.










Altre Informazioni

ISBN:

9781597181389

Condizione: Nuovo
Dimensioni: Ø 2.61 lb
Formato: Brossura
Pagine Arabe: 544


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