NPTFit: A code package for Non-Poissonian Template Fitting v0.1.1
Authors/Creators
- 1. Department of Physics, Princeton University, Princeton, NJ 08544
- 2. Center for Theoretical Physics, Massachusetts Institute of Technology, Cambridge, MA 02139
Description
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 give 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 extra- galactic 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 spa- tial distribution. NPTFit builds upon the framework of the fluctuation analyses developed in X-ray astronomy, and thus likely has applications beyond those demonstrated with gamma-ray data. The NPTFit package utilizes novel computational methods to perform the NPTF e ciently. The code is available at https://github.com/bsafdi/NPTFit and up-to-date and extensive documentation may be found at http://nptfit.readthedocs.io.
Files
NPTFit-master.zip
Files
(10.6 MB)
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Additional details
Related works
- Is supplemented by
- https://arxiv.org/abs/1612.03173 (URL)