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

Data Analysis Using Regression and Multilevel/Hierarchical Models

Autor: Andrew Gelman
Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-18 dní
138.51
Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2006
Stránok
648
EAN
9780521867061
ISBN
0521867061
Enbook ID
04379008
Hmotnosť
1396
Rozmery
181 x 254 x 40

Kompletný 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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