Sensitivity analysis in linear regression /
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 squ...
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| Format: | eBook |
| Language: | English |
| Language Notes: | English. |
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New York :
Wiley,
©1988.
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| Series: | Wiley series in probability and mathematical statistics. Applied probability and statistics.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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. |
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| Physical Description: | 1 online resource (xiv, 315 pages) : illustrations |
| Format: | Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |
| Bibliography: | Includes bibliographical references (pages 301-307) and index. |
| ISBN: | 9780470316764 0470316764 9780470317426 0470317426 |