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Joint Estimation of Multiple High-dimensional Precision Matrices
Motivated by analysis of gene expression data measured in different tissues or disease states, we consider joint estimation of multiple precision matrices to effectively utilize the partially shared graphical structures of the corresponding graphs. The procedure is based on a weighted constrained ℓ(...
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| Udgivet i: | Stat Sin |
|---|---|
| Main Authors: | , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2016
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5351783/ https://ncbi.nlm.nih.gov/pubmed/28316451 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2014.256 |
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