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Discovering graphical Granger causality using the truncating lasso penalty

Motivation: Components of biological systems interact with each other in order to carry out vital cell functions. Such information can be used to improve estimation and inference, and to obtain better insights into the underlying cellular mechanisms. Discovering regulatory interactions among genes i...

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Detalles Bibliográficos
Autores principales: Shojaie, Ali, Michailidis, George
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2935442/
https://www.ncbi.nlm.nih.gov/pubmed/20823316
http://dx.doi.org/10.1093/bioinformatics/btq377