Sophia Rabe-Hesketh (University of California, Berkeley, USA), Anders Skrondal (London School of Economics London School of Econom

Multilevel and Longitudinal Modeling Using Stata, Volume I

Continuous Responses

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Stata Press
• 4 ed
• Seitenzahl: 544
• Erscheinungstermin: 22. Oktober 2021
• Englisch
• Abmessung: 240mm x 188mm x 37mm
• Gewicht: 1208g
• ISBN-13: 9781597181372
• ISBN-10: 1597181374
• Artikelnr.: 62664706

Autorenporträt

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.

Inhaltsangabe

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