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Regression Diagnostics : An Introduction - John Fox

Regression Diagnostics

An Introduction

By: John Fox

Paperback Published: 14th August 1991
ISBN: 9780803939714
Number Of Pages: 96

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<P>With <B>Regression Diagnostics, </B>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. </P>

Introduction
Linear Least-Squares Regression
Collinearity
Outlying and Influential Data
Non-Normally Distributed Errors
Non-Constant Error Variance
Nonlinearity
Discrete Data
Maximum-Likelihood Methods, Score Tests, and Constructed Variables
Recommendations
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9780803939714
ISBN-10: 080393971X
Series: Quantitative Applications in the Social Sciences
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 96
Published: 14th August 1991
Country of Publication: US
Dimensions (cm): 21.59 x 13.97  x 1.91
Weight (kg): 0.12

Earn 113 Qantas Points
on this Book