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Efficient Robust Regression via Two-Stage Generalized Empirical Likelihood
Large- and finite-sample efficiency and resistance to outliers are the key goals of robust statistics. Although often not simultaneously attainable, we develop and study a linear regression estimator that comes close. Efficiency obtains from the estimator’s close connection to generalized empirical...
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| Main Authors: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2013
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3747015/ https://ncbi.nlm.nih.gov/pubmed/23976805 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.779847 |
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