A Novel Bayesian Change-point Algorithm for Genome-wide Analysis of Diverse ChIPseq Data Types

2:43

Preprocessing: Preparing Input Files for Bayesian Change-point (BCP) Analysis & ChIP Read Densities for Detection of Enriched Islands in Diffuse Data

4:48

Estimating the Posterior Mean Read Density of Each Block using BCMIX Approximation

6:24

Post-processing Posterior Means of Diffuse Read Profiles

7:06

Results: Comparison of BCP and SICER in Analysis of Histone Modification Data

11:47

Conclusion