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Multilevel and Longitudinal Modeling Using Stata, Volume I Sophia Rabe-Hesketh (University of California, Berkeley, USA)

Multilevel and Longitudinal Modeling Using Stata, Volume I By Sophia Rabe-Hesketh (University of California, Berkeley, USA)

Multilevel and Longitudinal Modeling Using Stata, Volume I by Sophia Rabe-Hesketh (University of California, Berkeley, USA)


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Summary

Multilevel and Longitudinal Modeling Using Stata, Fourth Edition, is a complete resource for learning to model data in which observations are grouped. Volume I focuses on linear models for continuous outcomes.

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Multilevel and Longitudinal Modeling Using Stata, Volume I Summary

Multilevel and Longitudinal Modeling Using Stata, Volume I: Continuous Responses by Sophia Rabe-Hesketh (University of California, Berkeley, USA)

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.

About Sophia Rabe-Hesketh (University of California, Berkeley, USA)

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.

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

Additional information

CIN1597181374G
9781597181372
1597181374
Multilevel and Longitudinal Modeling Using Stata, Volume I: Continuous Responses by Sophia Rabe-Hesketh (University of California, Berkeley, USA)
Used - Good
Paperback
Stata Press
2021-10-22
544
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

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