Data Analysis Using Regression and Multilevel/Hierarchical Models

Name: Data Analysis Using Regression and Multilevel/Hierarchical Models
SKU: 2452892
Price: 399.99 AUD
Availability: InStock

By:

Format:

Hardback

Series:

Analytical Methods for Social Research

Show Hide Adult Content

$399.99

Available from supplier

Usually ships in 3-4 weeks

0 in Trolley

Price Match

Wrap this item as a gift ($5.90) - add a free gift card on the next page

Buy Now, Pay Later with:

4 payments of $100.00 with Afterpay Learn more

Availability

Delivering to:

Estimated arrival:

Around 11-21 June using International Courier

Description

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.

Author Biography:

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). Jennifer Hill is Assistant Professor of Public Affairs in the Department of International and Public Affairs at Columbia University. She has co-authored articles that have appeared in the Journal of the American Statistical Association, American Political Science Review, American Journal of Public Health, Developmental Psychology, the Economic Journal and the Journal of Policy Analysis and Management, among others.

Release date Australia

December 25th, 2006

Author

Audiences

Professional & Vocational
Tertiary Education (US: College)

Illustrations

Worked examples or Exercises

Pages

648

Series

Analytical Methods for Social Research

Dimensions

183x259x41

ISBN-13

9780521867061

Product ID

2452892

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here