Title: Regression diagnostics /
Authors: Fox, John, 1947-
Publisher: Sage Publications,
Year: 1991
Subjects: Regression analysis.; Social sciences Statistical methods; Regression Analysis; Social Sciences statistics & numerical data
Abstract: Explaining the techniques needed for exploring problems that comprise a regression analysis, and for determining whether certain assumptions appear reasonable, this book covers such topics as the problem of collinearity in multiple regression, non-normality of errors, and discrete data.
Contents: Introduction -- Linear least-squares regression -- Collinearity -- Outlying and influential data -- Non-normally distributed errors -- Nonconstant error variance -- Nonlinearity -- Discrete data -- Maximum likelihood methods, score tests, and constructed variables -- Recommendations.