Regression Analysis by Example

by Samprit Chatterjee, Ali S Hadi

This "Fifth Edition" has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The coverage offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique.

Genres: Mathematics, Nonfiction, Read For School, Textbooks

424 pages, Kindle Edition

First published October 19, 1977

Reviews

[Mills College Library]

519.536 C4954 2012

[Gabe · Rating 5 out of 5]

Very insightful and makes the subject easy to grasp. Definitely merits re-reading.