Regression for Categorical Data

by Gerhard Tutz

Book Overview

This book introduces basic and advanced concepts of categorical regression with a focus on the structuring constituents of regression, including regularization techniques to structure predictors. In addition to standard methods such as the logit and probit model and extensions to multivariate settings, the author presents more recent developments in flexible and high-dimensional regression, which allow weakening of assumptions on the structuring of...

• Format: Hardcover
• Language: English
• ISBN: 1107009650
• ISBN13: 9781107009653
• Release Date: November 2011
• Publisher: Cambridge University Press
• Length: 572 Pages
• Weight: 2.55 lbs.
• Dimensions: 1.4" x 7.3" x 10.1"