Ebook Data Analysis Using Regression and Multilevel/Hierarchical Models Andrew Gelman Jennifer Hill Books
Download As PDF : Data Analysis Using Regression and Multilevel/Hierarchical Models Andrew Gelman Jennifer Hill Books
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. Author resource page http//www.stat.columbia.edu/~gelman/arm/
Ebook Data Analysis Using Regression and Multilevel/Hierarchical Models Andrew Gelman Jennifer Hill Books
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Data Analysis Using Regression and Multilevel/Hierarchical Models (8601419080236) Andrew Gelman, Jennifer Hill Books Andrew Gelman, Jennifer Hill,Data Analysis Using Regression and Multilevel/Hierarchical Models,Cambridge University Press,052168689X,MAT029030,Probability Statistics - Regression Analysis,Multilevel models (Statistics),Multilevel models (Statistics).,Regression analysis,Regression analysis.,General,MATHEMATICS / Probability Statistics / General,MATHEMATICS / Probability Statistics / Regression Analysis,Mathematics,Mathematics science,Mathematics/Probability Statistics - General,Non-Fiction,POLITICAL SCIENCE / General,Politics government,Politics / Current Events,Probability Statistics - General,Scholarly/Graduate,Science/Math,Science/Mathematics,Social research statistics,Textbooks (Various Levels),UNIVERSITY PRESS,United States
Data Analysis Using Regression and Multilevel/Hierarchical Models Andrew Gelman Jennifer Hill Books Reviews
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