Bayesian regression of piecewise homogeneous Poisson processes

In this paper, a Bayesian method for piecewise regression is adapted to handle counting processes data distributed as Poisson. A numerical code in Mathematica is developed and tested analyzing simulated data. The resulting method is valuable for detecting breaking points in the count rate of time se...

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Bibliographic Details
Main Author: Diego Sevilla
Format: Artigo
Language:Inglês
Published: Papers in Physics 2015-12-01
Series:Papers in Physics
Subjects:
piecewise constant regression
Poisson processes
statistical methods
Online Access:http://www.papersinphysics.org/index.php/papersinphysics/article/view/280/pdf280
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