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Adaptive Huber Regression
Big data can easily be contaminated by outliers or contain variables with heavy-tailed distributions, which makes many conventional methods inadequate. To address this challenge, we propose the adaptive Huber regression for robust estimation and inference. The key observation is that the robustifica...
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| Udgivet i: | J Am Stat Assoc |
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| Main Authors: | , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2019
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7603940/ https://ncbi.nlm.nih.gov/pubmed/33139964 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1543124 |
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