David A. Belsley, "Regression Diagnostics: Identifying Influential Data and Sources of Collinearity"


Author: David A. Belsley

Date: 01.01.2011

ISBN: 0471691178

Pages: 314

Category: Technical

Tag: Multimedia


Posted on 2012-05-13, by LionFar.

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00218c72 medium


David A. Belsley, "Regression Diagnostics: Identifying Influential Data and Sources of Collinearity"

ISBN: 0471691178 | EDITION 2004 | PDF | 314 PAGES |13.48 MB

The title of the book more or less sums up the contents. It appears to me to represent a real breakthrough in the art of dealing in ‘unconventional’ data. . . . I found the whole book both readable and enjoyable. It is suitable for data analysts, academic statisticians, and professional software writers.
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

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