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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 ...
Bayesian Change Point Analysis of Copy Number Variants Using Human Next Generation Sequencing Data
(2014)
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 ...