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Data Analysis Using Regression and Multilevel/Hierarchical Models

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Data Analysis Using Regression and Multilevel/Hierarchical Models Andrew Gelman
Libristo kod: 04379008
Nakladnici Cambridge University Press, prosinac 2006
Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the... Cijeli opis
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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.

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Informacije o knjizi

Puni naziv Data Analysis Using Regression and Multilevel/Hierarchical Models
Autor Andrew Gelman
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2006
Broj stranica 648
EAN 9780521867061
ISBN 0521867061
Libristo kod 04379008
Nakladnici Cambridge University Press
Težina 1396
Dimenzije 181 x 254 x 40

Kategorija

Society & Social Sciences > Sociology & anthropology > Sociology > Social research & statistics
Mathematics & Science > Mathematics > Calculus & mathematical analysis
Society & Social Sciences > Politics & government
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