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Bayesian Change Point Analysis of Copy Number Variants Using Human Next Generation Sequencing Data
Read count analysis is the principal strategy implemented in detection of copy number variants using human next generation sequencing (NGS) data. Read count data from NGS has been demonstrated to follow non homogeneous ...
Detecting change-points in a Compound Poisson Process
(University of Missouri--Kansas City, 2012)
A statistical change point problem was first studied in the mid-1950s in the context of quality control in industrial processes. A change point is defined as a point in the time order when the probability distribution ...