• Modeling dependency structures in 450k DNA methylation data 

      Nustad, Haakon Egdetveit; Steinsland, Ingelin; Ollikainen, Miina; Cazaly, Emma; Kaprio, Jaakko; Benjamini, Yuval; Gervin, Kristina; Lyle, Robert (Peer reviewed; Journal article, 2022)
      Motivation DNA methylation has been shown to be spatially dependent across chromosomes. Previous studies have focused on the influence of genomic context on the dependency structure, while not considering differences ...
    • Spatial Dependency in Methylation Data - A Bayesian Approach with R-INLA 

      Nustad, Haakon Egdetveit (Master thesis, 2016)
      DNA methylation is a chemical process that regulates gene transcription and is known to interact with development and differentiation of the DNA. It affects almost exclusively CpG sites, and with the Illumina HumanMethyl ...