Verwandte Artikel zu Data Analysis Using Regression and Multilevel/Hierarchical...

Data Analysis Using Regression and Multilevel/Hierarchical Models (Analytical Methods for Social Research) - Hardcover

Buch 5 von 15: Analytical Methods for Social Research

Gelman, Andrew; Hill, Jennifer

 
9780521867061: Data Analysis Using Regression and Multilevel/Hierarchical Models (Analytical Methods for Social Research)
Hardcover
ISBN 10: 0521867061 ISBN 13: 9780521867061
Verlag: Cambridge University Press, 2006

Inhaltsangabe

Data Analysis Using Regression and Multilevel/Hierarchical Models, first published in 2007, 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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Andrew Gelman is Professor of Statistics and Professor of Political Science at Columbia University. He has published over 150 articles in statistical theory, methods, and computation, and in applications areas including decision analysis, survey sampling, political science, public health, and policy. His other books are Bayesian Data Analysis (1995, second edition 2003) and Teaching Statistics: A Bag of Tricks (2002).

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Cambridge University Press
Erscheinungsdatum
2006
Sprache
Englisch
ISBN 10 
0521867061
ISBN 13 
9780521867061
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
648
Kontakt zum Hersteller
Cambridge University Press
https://www.cambridge.org/

Via Honduras,15
Pomezia
Italia
71
Italien