ASCL Code Record
[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
- Described in:
- https://ui.adsabs.harvard.edu/abs/2015arXiv150807083W
- Bibcode:
- 2016ascl.soft02001W
