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Regularized Variance Estimation and Variance Stabilization of High Dimensional Data
Among the problems posed by high-dimensional datasets (so called p ≫ n paradigm) are that variable-specific estimators of variances are not reliable and tests statistics have low powers, both due to a lack of degrees of freedom. In addition, variance is observed to be a function of the mean. We intr...
Gardado en:
| Publicado en: | Proc Am Stat Assoc |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2010
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4727967/ https://ncbi.nlm.nih.gov/pubmed/26823659 |
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