Regression analysis by example.
By: Chatterjee, Samprit.
Contributor(s): Hadi, Ali S.
Material type:
TextSeries: Wiley series in probability and statistics.Publisher: Hoboken, New Jersey : Wiley, [2012]Edition: Fifth edition / Samprit Chatterjee, Ali S. Hadi.Description: xv, 393 pages : illustrations ; 27 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9780470905845 (hardback).Subject(s): Regression analysis. -- School of Pure and Applied Sciences | MATHEMATICS / Probability & Statistics / General. -- School of Pure and Applied SciencesDDC classification: QA 278.2 .C43 2012 Other classification: MAT029000 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"-- Provided by publisher.
| Item type | Current location | Collection | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
Long Loan Book
|
Kirinyaga University Library General Stacks | Non-fiction | QA 278.2 .C43 2012 (Browse shelf) | Available | KyU/2017/7137 | ||
|
Long Loan Book
|
Kirinyaga University Library General Stacks | Non-fiction | QA 278.2 .C43 2012 (Browse shelf) | Available | KYU/2017/6348 | ||
|
Long Loan Book
|
Kirinyaga University Library General Stacks | Non-fiction | QA 278.2 .C43 2012 (Browse shelf) | Available | KYU/2017/6349 | ||
|
Long Loan Book
|
Kirinyaga University Library General Stacks | Non-fiction | QA 278.2 .C43 2012 (Browse shelf) | Available | KYU/2017/6350 |
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"-- Provided by publisher.