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A multivariate Poisson-log normal mixture model for clustering transcriptome sequencing data

BACKGROUND: High-dimensional data of discrete and skewed nature is commonly encountered in high-throughput sequencing studies. Analyzing the network itself or the interplay between genes in this type of data continues to present many challenges. As data visualization techniques become cumbersome for...

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Detalles Bibliográficos
Autores principales: Silva, Anjali, Rothstein, Steven J., McNicholas, Paul D., Subedi, Sanjeena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636065/
https://www.ncbi.nlm.nih.gov/pubmed/31311497
http://dx.doi.org/10.1186/s12859-019-2916-0