Improving the Efficiency of Robust Estimators for the Generalized Linear Model

The distance constrained maximum likelihood procedure (DCML) optimally combines a robust estimator with the maximum likelihood estimator with the purpose of improving its small sample efficiency while preserving a good robustness level. It has been published for the linear model and is now extended...

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Bibliographic Details
Main Author: Alfio Marazzi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/4/1/8