Record Display for the EPA National Library Catalog
RECORD NUMBER: 2855 OF 4005Main Title | Regression Diagnostics / | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Author | Fox, John, | |||||||||||
Publisher | Sage Publications, | |||||||||||
Year Published | 1991 | |||||||||||
OCLC Number | 24068617 | |||||||||||
ISBN | 080393971X; 9780803939714; 9781412985604; 1412985609 | |||||||||||
Subjects | Regression analysis ; Social sciences--Statistical methods ; Social Sciences--statistics & numerical data ; Regressieanalyse ; Estatistica aplicada as ciencias sociais ; Analyse de régression ; Sciences sociales--Méthodes statistiques | |||||||||||
Internet Access |
|
|||||||||||
Holdings |
|
|||||||||||
Collation | 92 p. : ill. ; 22 cm. | |||||||||||
Notes | Includes bibliographical references (p. 89-92). |
|||||||||||
Contents Notes | 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. 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. |