Multiple outliers detection procedures in linear regression
This paper describes a procedure for identifying multiple outliers in linear regression. This procedure uses a robust fit which is the least of trimmed of squares (LTS) and the single linkage clustering method to obtain the potential outliers. Then multiple-case diagnostics are used to obtain the ou...
| Päätekijät: | , , |
|---|---|
| Aineistotyyppi: | Artikkeli |
| Kieli: | English |
| Julkaistu: |
Faculty of Science
2003
|
| Aiheet: | |
| Linkit: | http://eprints.utm.my/1193/1/RobiahAdnan2003_MultipleOutliersDetectionProcedures.pdf |