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Joint Adaptive Mean-Variance Regularization and Variance Stabilization of High Dimensional Data
The paper addresses a common problem in the analysis of high-dimensional high-throughput “omics” data, which is parameter estimation across multiple variables in a set of data where the number of variables is much larger than the sample size. Among the problems posed by this type of data are that va...
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| Главные авторы: | , |
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| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
2012
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3375876/ https://ncbi.nlm.nih.gov/pubmed/22711950 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2012.01.012 |
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