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Könyv Data Analysis Using Regression and Multilevel/Hierarchical Models Andrew Gelman

Data Analysis Using Regression and Multilevel/Hierarchical Models

Szerző: Andrew Gelman
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Cambridge University Press
Elérhetőség: Beszállítói készleten
Küldés 10-18 napon belül
51 535 Ft
Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the...

Információk a könyvről

Szerző
Andrew Gelman
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2006
oldal
648
EAN
9780521867061
ISBN
0521867061
Enbook ID
04379008
Kiadó
Cambridge University Press
Súly
1396
Méretek
181 x 254 x 40

Teljes leírás

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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