02:43Preprocessing: Preparing Input Files for Bayesian Change-point (BCP) Analysis & ChIP Read Densities for Detection of Enriched Islands in Diffuse Data
04:48Estimating the Posterior Mean Read Density of Each Block using BCMIX Approximation
06:24Post-processing Posterior Means of Diffuse Read Profiles
07:06Results: Comparison of BCP and SICER in Analysis of Histone Modification Data
Vår Bayesiansk Endre Point (BCP) algoritme bygger på state-of-the-art fremskritt i modellering Change-poeng via Hidden Markov Models og bruker dem til kromatin immunoutfelling sekvensering (ChIPseq) dataanalyse. BCP fungerer godt i både brede og punctate datatyper, men utmerker seg i nøyaktig identifisere robuste, reproduserbare øyene diffuse histone berikelse.