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.
- ISBN10 080393971X
- ISBN13 9780803939714
- Publish Date 8 October 1991
- Publish Status Out of Print
- Out of Print 14 July 2020
- Publish Country US
- Imprint SAGE Publications Inc
- Format Paperback
- Pages 96
- Language English