Data Analysis Using Regression and Multilevel/Hierarchical Models
Language: English
Published by Cambridge University Press, GB, 2006
Series: Book 5 of 15 - Analytical Methods for Social Research
- Softcover
- New
Seller: Rarewaves.com USA, London, London, United KingdomRarewaves.com USA
AbeBooks seller since June 11, 2025
Condition: New
£ 90.78
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Add to basketItem description from seller
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.
Seller Inventory # LU-9780521686891
- Title
- Data Analysis Using Regression and Multilevel/Hierarchical Models
- Author
- Jennifer Hill, Andrew Gelman
- Publisher
- Cambridge University Press, GB
- Publication year
- 2006
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 052168689X
- ISBN 13
- 9780521686891
- Item weight
- 1,090 grams
- Series
- Book 5 of 15: Analytical Methods for Social Research
"Synopsis" may belong to another edition of this title.
About the Author
Jennifer Hill is Assistant Professor of Public Affairs in the Department of International and Public Affairs at Columbia University. She has co-authored articles that have appeared in the Journal of the American Statistical Association, American Political Science Review, American Journal of Public Health, Developmental Psychology, the Economic Journal and the Journal of Policy Analysis and Management, among others.
"About the title" may belong to another edition of this title.
Rarewaves.com USA
London, London, United Kingdom
AbeBooks seller since June 11, 2025
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