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M-estimation in high-dimensional linear model
We mainly study the M-estimation method for the high-dimensional linear regression model and discuss the properties of the M-estimator when the penalty term is a local linear approximation. In fact, the M-estimation method is a framework which covers the methods of the least absolute deviation, the...
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| Udgivet i: | J Inequal Appl |
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| Main Authors: | , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Springer International Publishing
2018
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6132379/ https://ncbi.nlm.nih.gov/pubmed/30839615 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13660-018-1819-3 |
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