Regression Diagnostics – Identifying Influentail Data and Sources of Collinearity
Seiten
2005
John Wiley & Sons Inc (Hersteller)
9780471725152 (ISBN)
John Wiley & Sons Inc (Hersteller)
9780471725152 (ISBN)
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Provides practicing statisticians and econometricians with tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed with this work, that aid in the systematic location of data points that are unusual or inordinately influential. It emphasizes diagnostics, and includes suggestions for remedial action.
This work provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed with it, that aid in the systematic location of data points that are unusual or inordinately influential. It measures the presence and intensity of collinear relations among the regression data and helps to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. It emphasizes diagnostics, and includes suggestions for remedial action.
This work provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed with it, that aid in the systematic location of data points that are unusual or inordinately influential. It measures the presence and intensity of collinear relations among the regression data and helps to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. It emphasizes diagnostics, and includes suggestions for remedial action.
David A. Belsley, PhD, is Professor in the Department of Economics at Boston College in Newtonville, Massachusetts. Edwin Kuh, PhD, is Professor in the Department of Economics at Boston College in Newtonville, Massachusetts. Roy E. Welsch, PhD, is Professor of Statistics and Management at the Sloan School of Management at the Massachusetts Institute of Technology.
| Erscheint lt. Verlag | 1.2.2005 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Gewicht | 100 g |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| Sozialwissenschaften ► Soziologie ► Allgemeines / Lexika | |
| ISBN-13 | 9780471725152 / 9780471725152 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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