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A Bayesian Binomial Regression Model with Latent Gaussian Processes for Modelling DNA Methylation

Epigenetic observations are represented by the total number of reads from a given pool of cells and the number of methylated reads, making it reasonable to model this data by a binomial distribution. There are numerous factors that can influence the probability of success in a particular region. Mor...

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Egile Nagusiak: Aliaksandr Hubin, Geir O. Storvik, Paul E. Grini, Melinka A. Butenko
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Austrian Statistical Society 2020-04-01
Saila:Austrian Journal of Statistics
Sarrera elektronikoa:http://www.ajs.or.at/index.php/ajs/article/view/1124
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