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Inference for High-dimensional Differential Correlation Matrices ()
Motivated by differential co-expression analysis in genomics, we consider in this paper estimation and testing of high-dimensional differential correlation matrices. An adaptive thresholding procedure is introduced and theoretical guarantees are given. Minimax rate of convergence is established and...
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| Pubblicato in: | J Multivar Anal |
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| Autori principali: | , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2016
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4612396/ https://ncbi.nlm.nih.gov/pubmed/26500380 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2015.08.019 |
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