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A Combined PLS and Negative Binomial Regression Model for Inferring Association Networks from Next-generation Sequencing Count Data
A major challenge of genomics data is to detect interactions displaying functional associations from large-scale observations. In this study, a new cPLS-algorithm combining partial least squares approach with negative binomial regression is suggested to reconstruct a genomic association network for...
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| izdano v: | IEEE/ACM Trans Comput Biol Bioinform |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2017
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5547023/ https://ncbi.nlm.nih.gov/pubmed/28186904 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2017.2665495 |
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