Regression Diagnostics
Identifying Influential Data and Sources of Collinearity
Published on 8. July 1980
Book
Hardback
310 pages
978-0-471-05856-4 (ISBN)
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.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
bibliography, index
Dimensions
Height: 235 mm
Width: 166 mm
Weight
567 gr
ISBN-13
978-0-471-05856-4 (9780471058564)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
David A. Belsley | Edwin Kuh | Roy E. Welsch
Regression Diagnostics
Identifying Influential Data and Sources of Collinearity
E-Book
02/2005
Wiley
€139.99
Available for download
David A. Belsley | Edwin Kuh | Roy E. Welsch
Regression Diagnostics
Identifying Influential Data and Sources of Collinearity
Book
08/2004
Wiley
€159.50
Shipment within 10-20 days
Content
Introduction and Overview. Detecting Influential Observations and Outliers. Detecting and Assessing Collinearity. Applications and Remedies. Research Issues and Directions for Extensions. Bibliography. Index.