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(Ebook) Data Analysis Using Regression and Multilevel/Hierarchical Models by Andrew Gelman, Jennifer Hill ISBN 9780521867061, 0521867061

  • SKU: EBN-1462230
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Instant download (eBook) Data Analysis Using Regression and Multilevel/Hierarchical Models after payment.
Authors:Andrew Gelman, Jennifer Hill
Pages:651 pages.
Year:2007
Editon:1
Publisher:Cambridge University Press
Language:english
File Size:8.78 MB
Format:pdf
ISBNS:9780521867061, 0521867061
Categories: Ebooks

Product desciption

(Ebook) Data Analysis Using Regression and Multilevel/Hierarchical Models by Andrew Gelman, Jennifer Hill ISBN 9780521867061, 0521867061

Data Analysis Using Regression and Multilevel/Hierarchical Models 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.

Author resource page: http://www.stat.columbia.edu/~gelman/arm/

*Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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