Change-point model on nonhomogeneous Poisson processes with application in copy number profiling by next-generation DNA sequencing

Jeremy J. Shen, Nancy R. Zhang

We propose a flexible change-point model for inhomogeneous Poisson Processes, which arise naturally from next-generation DNA sequencing, and derive score and generalized likelihood…