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Branch-recombinant Gaussian processes for analysis of perturbations in biological time series

MOTIVATION: A common class of behaviour encountered in the biological sciences involves branching and recombination. During branching, a statistical process bifurcates resulting in two or more potentially correlated processes that may undergo further branching; the contrary is true during recombinat...

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Detalles Bibliográficos
Autores principales: Penfold, Christopher A, Sybirna, Anastasiya, Reid, John E, Huang, Yun, Wernisch, Lorenz, Ghahramani, Zoubin, Grant, Murray, Surani, M Azim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6129282/
https://www.ncbi.nlm.nih.gov/pubmed/30423108
http://dx.doi.org/10.1093/bioinformatics/bty603