RNA-Seq Count Data Modelling by Grey Relational Analysis and Nonparametric Gaussian Process

This paper introduces an approach to classification of RNA-seq read counts using grey relational analysis (GRA) and Bayesian Gaussian process (GP) models. Read counts are transformed to microarray-like data to facilitate normal-based statistical methods. GRA is designed to select differentially expr...

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Detalles Bibliográficos
Autores principales: Nguyen, Thanh, Bhatti, Asim, Yang, Samuel, Nahavandi, Saeid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5082617/
https://www.ncbi.nlm.nih.gov/pubmed/27783633
http://dx.doi.org/10.1371/journal.pone.0164766

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5082617/
https://www.ncbi.nlm.nih.gov/pubmed/27783633
http://dx.doi.org/10.1371/journal.pone.0164766

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