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Regression Diagnostics : An Introduction

Regression Diagnostics : An Introduction

Regression Diagnostics : An Introduction by John Fox
Regression Diagnostics : An Introduction
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Author: John Fox
Number of Pages: 96 pages
Published Date: 08 Oct 1991
Publisher: SAGE Publications Inc
Publication Country: Thousand Oaks, United States
Language: English
ISBN: 9780803939714
File Name: Regression.Diagnostics.An.Introduction.pdf
Download Link: Regression Diagnostics An Introduction
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With Regression Diagnostics, researchers now have an accessible explanation of the techniques needed for exploring problems that compromise a regression analysis and for determining whether certain assumptions appear reasonable. The book covers such topics as the problem of collinearity in multiple regression, dealing with outlying and influential data, non-normality of errors, non-constant error variance and the problems and opportunities presented by discrete data. In addition, sophisticated diagnostics based on maximum-likelihood methods, scores tests, and constructed variables are introduced.

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