2017AJ....153..253M -
Astron. J., 153, 253-253 (2017/June-0)
NPTFit: a code package for non-Poissonian template fitting.
MISHRA-SHARMA S., RODD N.L. and SAFDI B.R.
Abstract (from CDS):
We present NPTFit, an open-source code package, written in Python and Cython, for performing non-Poissonian template fits (NPTFs). The NPTF is a recently developed statistical procedure for characterizing the contribution of unresolved point sources (PSs) to astrophysical data sets. The NPTF was first applied to Fermi gamma-ray data to provide evidence that the excess of ∼GeV gamma-rays observed in the inner regions of the Milky Way likely arises from a population of sub-threshold point sources, and the NPTF has since found additional applications studying sub-threshold extragalactic sources at high Galactic latitudes. The NPTF generalizes traditional astrophysical template fits to allow for the ability to search for populations of unresolved PSs that may follow a given spatial distribution. NPTFit builds upon the framework of the fluctuation analyses developed in X-ray astronomy, thus it likely has applications beyond those demonstrated with gamma-ray data. The NPTFit package utilizes novel computational methods to perform the NPTF efficiently. The code is available at
http://github.com/bsafdi/NPTFit and up-to-date and extensive documentation may be found at
http://nptfit.readthedocs.io.
Abstract Copyright:
© 2017. The American Astronomical Society. All rights reserved.
Journal keyword(s):
methods: statistical - methods: statistical
Simbad objects:
2
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