Regression Analysis by Example, 2nd Edition

by Samprit Chatterjee, Bertram Price

A variety of ideas and methods of regression analysis are explored with the aid of realistic examples that highlight the analysis of data and include irregularities similar to those encountered in practice. Recent advances in regression diagnostics are covered with emphasis on plots such as component plus residual, added variable, sequence, along with index plots for leverage and function. The authors utilize standard and some not so standard summary statistics on the basis of their intuitive appeal to demonstrate concepts. The majority of analyses described are available in software packages on the market today.

Genres: Mathematics, Nonfiction, Read For School, Academic, Textbooks

304 pages, Hardcover

First published October 19, 1977

Reviews

[Mills College Library]

519.536 C4954 2012

[Gabe]

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