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[ascl:1602.001] Automark: Automatic marking of marked Poisson process in astronomical high-dimensional datasets

Automark models photon counts collected form observation of variable-intensity astronomical sources. It aims to mark the abrupt changes in the corresponding wavelength distribution of the emission automatically. In the underlying methodology, change points are embedded into a marked Poisson process, where photon wavelengths are regarded as marks and both the Poisson intensity parameter and the distribution of the marks are allowed to change.

Code site:
https://github.com/astrostat/Automark
Appears in:
http://adsabs.harvard.edu/abs/2015arXiv150807083W
Bibcode:
2016ascl.soft02001W

ascl:1602.001
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