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[ascl:1704.012] XID+: Next generation XID development

XID+ is a prior-based source extraction tool which carries out photometry in the Herschel SPIRE (Spectral and Photometric Imaging Receiver) maps at the positions of known sources. It uses a probabilistic Bayesian framework that provides a natural framework in which to include prior information, and uses the Bayesian inference tool Stan to obtain the full posterior probability distribution on flux estimates.

Code site:
https://github.com/H-E-L-P/XID_plus
Described in:
https://ui.adsabs.harvard.edu/abs/2017MNRAS.464..885H
Bibcode:
2017ascl.soft04012H

Views: 4161

ascl:1704.012
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