Regression Diagnostics: An Introduction
John Fox
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.
Categories:
Volume:
79
Year:
1991
Publisher:
SAGE Publications
Language:
english
Pages:
100
ISBN 10:
080393971X
Series:
Quantitative Applications in the Social Sciences
File:
PDF, 4.97 MB
IPFS:
,
english, 1991