Regression Diagnostics: Identifying Influential Data and Sources of Collinearity (Probability & Mathematical Statistics S.) - Hardcover

Belsley, David A.; Kuh, Edwin; Welsch, Roy E.

 
9780471058564: Regression Diagnostics: Identifying Influential Data and Sources of Collinearity (Probability & Mathematical Statistics S.)

Inhaltsangabe

Provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed that aid in the systematic location of data points that are unusual or inordinately influential, and measure the presence and intensity of collinear relations among the regression data and help to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. Emphasizes diagnostics and includes suggestions for remedial action.

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Reseña del editor

Provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed that aid in the systematic location of data points that are unusual or inordinately influential, and measure the presence and intensity of collinear relations among the regression data and help to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. Emphasizes diagnostics and includes suggestions for remedial action.

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Weitere beliebte Ausgaben desselben Titels

9780471691174: Regression Diagnostics: Identifying Influential Data and Sources of Collinearity: 546 (Wiley Series in Probability and Statistics)

Vorgestellte Ausgabe

ISBN 10:  0471691178 ISBN 13:  9780471691174
Verlag: Wiley-Interscience, 2004
Softcover