| Sensitivity Analysis Linear Regression Contributor(s): Chatterjee (Author), Hadi (Author) |
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ISBN: 0471822167 ISBN-13: 9780471822165 Publisher: John Wiley & Sons OUR PRICE: $270.70 Product Type: Hardcover - Other Formats Published: March 1988 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. |