Journal of Korean Society for Quality Management (품질경영학회지)
- Volume 25 Issue 2
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- Pages.47-59
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- 1997
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- 1229-1889(pISSN)
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- 2287-9005(eISSN)
Robust Regression for Right-Censored Data
Abstract
In this paper we develop computational algorithms to calculate M-estimators of regression parameters from right-censored data that are naturally collected in quality control. In the case of M-estimators, a new statistical method is also introduced to incorporate concomitant scale estimation in the presence of right censoring on the observed responses. Furthermore, we illustrate this by simulations.