Multilevel and Longitudinal Modeling Using Stata, Volume I: Continuous Responses
Author:   Sophia Rabe-Hesketh (University of California, Berkeley, USA) ,  Anders Skrondal (London School of Economics, UK)
Publisher:   Stata Press
Edition:   4th edition
ISBN:  

9781597181372


Pages:   544
Publication Date:   22 October 2021
Format:   Paperback
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

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Multilevel and Longitudinal Modeling Using Stata, Volume I: Continuous Responses


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Overview

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 I focuses on linear models for continuous outcomes.

Full Product Details

Author:   Sophia Rabe-Hesketh (University of California, Berkeley, USA) ,  Anders Skrondal (London School of Economics, UK)
Publisher:   Stata Press
Imprint:   Stata Press
Edition:   4th edition
Weight:   1.215kg
ISBN:  

9781597181372


ISBN 10:   1597181374
Pages:   544
Publication Date:   22 October 2021
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

Table of Contents

I. Preliminaries 1. Review of linear regression II. Two-level models 3. Random-intercept models with covariates 4. Random-coefficient models III. Models for longitudinal and panel data; Introduction to models for longitudinal and panel data (part III) 5. Subject-specific effects and dynamic models 6. Marginal models 7. Growth-curve models IV. Models with nested and crossed random effects 8. Higher-level models with nested random effects 9. Crossed random effects

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Author Information

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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