Regression diagnostics
identifying influential data and sources of collinearity
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Author
Contributions
- Kuh, Edwin, joint author. - Contributor
- Welsch, Roy E., joint author. - Contributor
Publication
1980 - Wiley, New York, New York (State)
Language
English
Word Count
73,000 words, Guess
Page Count
292 pages
Identifiers
- Internet Archiveregressiondiagno00bels_417
- ISBN-100471058564
- ISBN-139780471058564
- Goodreads3682327
- Library of Congress Control Number79019876
and 3 more
- OCLC Control Number5333704
- Better World Books9780471058564
- Open LibraryOL4415962M
Classifications
- DDC519.5/36
- LCCQA278.2 .B44
- LCCQA278.2
Alternate Titles
- Collinearity.
Description
This book 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. It emphasizes diagnostics and includes suggestions for remedial action.
Subjects
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