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A high-level analysis framework for HAWC

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arxiv 1508.07479 v1 pith:J7FQH2UA submitted 2015-08-29 astro-ph.IM

classification astro-ph.IM
keywords frameworkanalysisdatahawcangularlikelihoodmodelobservatories
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abstract

The High Altitude Water Cherenkov (HAWC) Observatory continuously observes gamma-rays between 100 GeV to 100 TeV in an instantaneous field of view of about 2 steradians above the array. The large amount of raw data, the importance of small number statistics, the large dynamic range of gamma-ray signals in time (1 - $10^8$ sec) and angular extent (0.1 - 100 degrees), and the growing need to directly compare results from different observatories pose some special challenges for the analysis of HAWC data. To address these needs, we have designed and implemented a modular analysis framework based on the method of maximum likelihood. The framework facilitates the calculation of a binned Poisson Log-likelihood value for a given physics model (i.e., source model), data set, and detector response. The parameters of the physics model (sky position, spectrum, angular extent, etc.) can be optimized through a likelihood maximization routine to obtain a best match to the data. In a similar way, the parameters of the detector response (absolute pointing, angular resolution, etc.) can be optimized using a well-known source such as the Crab Nebula. The framework was designed concurrently with the Multi-Mission Maximum Likelihood (3ML) architecture, and allows for the definition of a general collection of sources with individually varying spectral and spatial morphologies. Compatibility with the 3ML architecture allows to easily perform powerful joint fits with other observatories. In this contribution, we overview the design and capabilities of the HAWC analysis framework, stressing the overarching design points that have applicability to other astronomical and cosmic-ray observatories.

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Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Studying Cosmic-ray Interactions in Giant Molecular Clouds with the HAWC Gamma-ray Observatory

    astro-ph.HE 2019-08 conditional novelty 5.0 of 10

    No significant TeV gamma-ray excess is found from Aquila Rift, Hercules, or Taurus, and the 95% upper limits are above the expected hadronic flux.

  2. Monitoring radio galaxies at TeV energies with HAWC

    astro-ph.HE 2019-08 conditional novelty 4.0 of 10

    No significant TeV gamma-ray emission was detected from M87, NGC 1275, or 3C 264 in 1017 days of HAWC data; upper limits and light curves are presented.

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