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Sensitivity Analysis Linear Regression
Contributor(s): Chatterjee (Author), Hadi (Author)
ISBN: 0471822167     ISBN-13: 9780471822165
Publisher: John Wiley & Sons
OUR PRICE:   $270.70  
Product Type: Hardcover - Other Formats
Published: March 1988
Qty:
Annotation: Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is "not" accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit.
Additional Information
BISAC Categories:
- Mathematics | Probability & Statistics - Regression Analysis
Dewey: 519.536
LCCN: 87028580
Series: Wiley Probability and Statistics
Physical Information: 0.9" H x 6.33" W x 9.33" (1.34 lbs) 315 pages
 
Descriptions, Reviews, Etc.
Publisher Description:
Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit.