Regression analysis by example.

By:

Chatterjee, Samprit, 1938-

Contributor(s):

Hadi, Ali S

Material type: Text

TextSeries: Wiley series in probability and statisticsPublication details: Hoboken, New Jersey : Wiley, [2012]Edition: Fifth edition / Samprit Chatterjee, New York University, Leonard N. Stern School of Business, New York, Ali S. Hadi, American University in Cairo, Actuarial Science Program, Cairo, EgyptDescription: xv, 393 pages : illustrationsContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9788126545667 (hardback)

Subject(s):

LOC classification:

QA278.2 .C5 2012

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.

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Item type	Current library	Call number	Status	Barcode
General Collection	Main Campus Library General Stacks	QA278.2 .C5 2012 (Browse shelf(Opens below))	Available	00020273
General Collection	Town Campus Library General Stacks	QA278.2 .C5 2012 (Browse shelf(Opens below))	Available	00024847

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Previous	QA276.25 .N43 2011 Statistics tables for mathematicians, engineers, economists, and the behavioural and management sciences /	QA278 .T3 2007 Using multivariate statistics /	QA278.2 .C5 2000 Regression analysis by example.	QA278.2 .C5 2012 Regression analysis by example.	QA278.5 .M845 1972 The Foundations of factor analysis	QA 278.5 .R68 2010 MULTIPLE CORRESPONDENCE ANALYSIS	QA 278.8 .B43 2017 Nonparametric statistical methods	Next

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.

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