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Details for article 1 of 19 found articles
| Title: |
A comparison of robust estimators in simple linear regression |
| Author: |
Dietz, E. Jacquelin |
| Appeared in: |
Communications in statistics |
| Paging: | Volume 16 (1987) nr. 4 pages 1209-1227 |
| Year: |
1987 |
| Contents: |
The mean squared errors of various estimators of slope, intercept, and mean response in the simple linear regression problem are compared in a simulation study. A weighted median estimator of slope proposed by Sievers (1978) and Scholz (1978) and two intercept estimators based upon it are found to perform well for most error distributions studied. Theil's (1950) estimator of slope and two intercept estimators based on it are preferable for certain heavily contaminated error distributions. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 1 of 19 found articles
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