Blar i NR vitenarkiv på forfatter "Storvik, Geir Olve"
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A Novel Algorithmic Approach to Bayesian Logic Regression (with Discussion)
Hubin, Aliaksandr; Storvik, Geir Olve; Frommlet, Florian (Peer reviewed; Journal article, 2020) -
A Bayesian Binomial Regression Model with Latent Gaussian Processes for Modelling DNA Methylation
Hubin, Aliaksandr; Storvik, Geir Olve; Grini, Paul Eivind; Butenko, Melinka Alonso (Peer reviewed; Journal article, 2020)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 ... -
Rejoinder for the discussion of the paper "A Novel Algorithmic Approach to Bayesian Logic Regression"
Hubin, Aliaksandr; Storvik, Geir Olve; Frommlet, Florian (Peer reviewed; Journal article, 2020) -
Rejoinder for the discussion of the paper "A Novel Algorithmic Approach to Bayesian Logic Regression"
Hubin, Aliaksandr; Storvik, Geir Olve; Frommlet, Florian (Peer reviewed; Journal article, 2020)Logic regression was developed more than a decade ago as a tool to construct predictors from Boolean combinations of binary covariates. It has been mainly used to model epistatic effects in genetic association studies, ...