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Generalized weighted likelihood density estimators with application to finite mixture of exponential family distributions
The family of weighted likelihood estimators largely overlaps with minimum divergence estimators. They are robust to data contaminations compared to MLE. We define the class of generalized weighted likelihood estimators (GWLE), provide its influence function and discuss the efficiency requirements....
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| Hauptverfasser: | , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2011
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2936495/ https://ncbi.nlm.nih.gov/pubmed/20835375 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2010.05.013 |
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