Abstract
We describe a diagnostic method for assessing the degree to which individual cases and groups of cases influence the Box-Cox likelihood estimate of the transformation parameter for the response variable in linear regression models. We compare the method to a method proposed by Atkinson (1982) and sketch the extension to explanatory variables. We present two examples.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 337-343 |
| Number of pages | 7 |
| Journal | Technometrics |
| Volume | 25 |
| Issue number | 4 |
| DOIs | |
| State | Published - Nov 1983 |
Keywords
- Box-Cox transformations
- Cook statistic
- Power transformations
- Regression diagnostics
Fingerprint
Dive into the research topics of 'Transformations and influential cases in regression'. Together they form a unique fingerprint.Cite this
- APA
- Standard
- Harvard
- Vancouver
- Author
- BIBTEX
- RIS