Regression analysis by example / Samprit Chatterjee, Ali S. Hadi.

By:

Chatterjee, Samprit, 1938-

Contributor(s):

Hadi, Ali S

Material type: Text

TextSeries: Wiley series in probability and statisticsPublication details: Hoboken, New Jersey : Wiley, c2012.Edition: 5th edDescription: xv, 393 pages : illustrations ; 27 cmISBN:

9780470905845 (hardback)

Subject(s):

DDC classification:

519.536 22 CHR

Summary: "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"--

Tags from this library: No tags from this library for this title. Log in to add tags.

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Books	Seminar Library, Department of Statistics General Stacks	519.536 CHR (Browse shelf(Opens below))	1	Available		0063973
Books	Seminar Library, Department of Statistics General Stacks	519.536 CHR (Browse shelf(Opens below))	2	Available		0063972

Includes index.

"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"--

There are no comments on this title.

to post a comment.