Regression Diagnostics Identifying Influential Data and Sources of Collinearity

Name: Regression Diagnostics Identifying Influential Data and Sources of Collinearity
Price: 27.74 USD
Availability: InStock
ISBN: 9780471691174

ISBN-10: 0471691178

ISBN-13: 9780471691174

Edition: 1980

Authors: David A. Belsley, Edwin Kuh, Roy E. Welsch

List price: $144.00

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Description:

Provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed that aid in the systematic location of data points that are unusual or inordinately influential, and measure the presence and intensity of collinear relations among the regression data and help to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. Emphasizes diagnostics and includes suggestions for remedial action.

Book details

List price: $144.00
Copyright year: 1980
Publisher: John Wiley & Sons, Incorporated
Publication date: 8/12/2013
Binding: Paperback
Pages: 292
Size: 6.00" wide x 9.00" long x 0.75" tall
Weight: 1.232
Language: English



Introduction and Overview


Detecting Influential Observations and Outliers


Detecting and Assessing Collinearity


Applications and Remedies


Research Issues and Directions for Extensions


Bibliography


Index