Multilevel and Longitudinal Modeling Using Stata, Volumes I and II: Continuous Responses / Categorical Responses, Counts, and Survival - Image 1

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Taylor & Francis Multilevel and Longitudinal Modeling Using Stata, Volumes I and II: Continuous Responses / Categorical Responses, Counts, and Survival

Name: Multilevel and Longitudinal Modeling Using Stata, Volumes I and II: Continuous Responses / Categorical Responses, Counts, and Survival
Brand: Taylor & Francis
Price: 109.71 GBP
Availability: InStock

Methodology

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Description

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

Product type: ABIS BOOK

Product Specifications

Brand: Taylor & Francis
Format: paperback
ASIN: 1597181366
Category: Books > Subjects > Health, Family & Lifestyle > Psychology & Psychiatry > Methodology
Domain: Amazon UK
Release Date: 29 April 2022
Listed Since: 02 October 2021

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Taylor & Francis Multilevel and Longitudinal Modeling Using Stata, Volumes I and II: Continuous Responses / Categorical Responses, Counts, and Survival

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