Multilevel and Longitudinal Modeling Using Stata, Volumes I and II: Continuous Responses / Categorical Responses, Counts, and Survival - Softcover

Rabe-Hesketh, Sophia; Skrondal, Anders

 
9781597181365: Multilevel and Longitudinal Modeling Using Stata, Volumes I and II: Continuous Responses / Categorical Responses, Counts, and Survival
Softcover
ISBN 10: 1597181366 ISBN 13: 9781597181365
Verlag: Stata Press, 2022

Inhaltsangabe

Multilevel and Longitudinal Modeling Using Stata, Fourth Edition, is a complete resource for learning to model data in which observations are grouped―whether those groups are formed by a nesting structure, such as children nested in classrooms, or formed by repeated observations on the same individuals. This text introduces random-effects models, fixed-effects models, mixed-effects models, marginal models, dynamic models, and growth-curve models, all of which account for the grouped nature of these types of data. As Rabe-Hesketh and Skrondal introduce each model, they explain when the model is useful, its assumptions, how to fit and evaluate the model using Stata, and how to interpret the results. With this 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 I focuses on linear models for continuous outcomes, while volume II focuses on generalized linear models for binary, ordinal, count, and other types of outcomes.

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Über die Autorin bzw. den Autor

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.

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Verlag
Stata Press
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
1597181366
ISBN 13 
9781597181365
Einband
Tapa blanda
Auflage
4
Anzahl der Seiten
1098
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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