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Variance estimation using refitted cross-validation in ultrahigh dimensional regression
Variance estimation is a fundamental problem in statistical modelling. In ultrahigh dimensional linear regression where the dimensionality is much larger than the sample size, traditional variance estimation techniques are not applicable. Recent advances in variable selection in ultrahigh dimensiona...
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| Main Authors: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2012
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3271712/ https://ncbi.nlm.nih.gov/pubmed/22312234 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1467-9868.2011.01005.x |
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