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Cambridge University Press Data Analysis Using Regression and Multilevel/Hierarchical Models (Analytical Methods for Social Research)

Name: Data Analysis Using Regression and Multilevel/Hierarchical Models (Analytical Methods for Social Research)
Brand: Cambridge University Press

Mathematical Analysis

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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.

Product Specifications

Brand: Cambridge University Press
Format: paperback
ASIN: 052168689X
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Mathematical Analysis
Domain: Amazon UK
Release Date: 14 June 2007
Listed Since: 19 February 2007

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Cambridge University Press Data Analysis Using Regression and Multilevel/Hierarchical Models (Analytical Methods for Social Research)

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