Data Analysis Using Regression and Multilevel/Hierarchical Models

Name: Data Analysis Using Regression and Multilevel/Hierarchical Models
Brand: Cambridge University Press
SKU: 9780521867061
Price: 3181 CZK
Availability: InStock

Autor: Andrew Gelman

Jazyk:

Vazba: Pevná

Vydavatel: Cambridge University Press

Dostupnost: Skladem u dodavatele

Odesíláme za 10-18 dnů

3 181 Kč

Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the...

Informace o knize

Autor

Andrew Gelman

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2006

Stránek

648

EAN

9780521867061

ISBN

0521867061

Enbook ID

04379008

Vydavatel

Cambridge University Press

Hmotnost

1396

Rozměry

181 x 254 x 40

Kompletní popis

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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Data Analysis Using Regression and Multilevel/Hierarchical Models

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Kompletní popis

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