Data Analysis Using Regression and Multilevel/Hierarchical Models

Andrew Gelman

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Language: English

Published by Cambridge University Press, 2006

052168689X / 9780521686891

Series: Book 5 of 15 - Analytical Methods for Social Research

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Data Analysis Using Regression and Multilevel/Hierarchical Models, first published in 2007, is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout.

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Title
Data Analysis Using Regression and Multilevel/Hierarchical Models
Author
Andrew Gelman
Publisher
Cambridge University Press
Publication year
2006
Condition
Good
Binding
Paperback
Language
English
ISBN 10
052168689X
ISBN 13
9780521686891
Series
Book 5 of 15: Analytical Methods for Social Research

World of Books Inc

Montgomery, IL, U.S.A.

4-star seller

AbeBooks seller since March 23, 2026

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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission …

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