Conditioning Diagnostics: Collinearity and Weak Data in Regression

by David A. Belsley

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Integrating the research from the author's previous work, Regression Diagnostics , and significant revision and updating, this monograph presents a self-contained treatment of the problems of ill-conditioning and data weaknesses as they affect the least-squares estimation of the linear model, along with extensions to nonlinear models and simultaneous-equations estimators. Also features a substantial amount of new information, including background material and data sets and numerous related elements previously scattered throughout the literature.

Format:Hardcover

Language:English

ISBN:0471528897

ISBN13:9780471528890

Release Date:January 1991

Publisher:Wiley-Interscience

Length:396 Pages

Weight:0.40 lbs.

Dimensions:1.0" x 6.6" x 9.6"

Related Subjects

Diagnostic Imaging Internal Medicine Math Mathematics Medicine Radiology & Nuclear Medicine Science & Math Statistics

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Conditioning Diagnostics: Collinearity and Weak Data in Regression

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