Regression Diagnostics: Identifying Influential Data and Sources of Collinearity (Wiley Series in Probability and Statistics)

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

ISBN 10: 0471058564 / ISBN 13: 9780471058564

Published by Wiley-Interscience, 1980

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Synopsis:

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

"The title of the book more or less sums up the contents. It appears to me to represent a real breakthrough in the art of...

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From the Publisher: 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.

Bibliographic Details

Title: Regression Diagnostics: Identifying ...
Publisher: Wiley-Interscience
Publication Date: 1980
Binding: Hardcover
Condition: Acceptable