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banded_repeater_analysis

Estimating incompleteness due to banded repeaters

This repository contains the data and analysis scripts used in the paper (here).

Here is the layout for this repository:

  • notebooks/: consists of the following analysis notebooks and scripts:
Notebook Description
121102_energies.ipynb Analysis comparing FRB121102 bursts detected with FAST and Arecibo to simulated bursts.
fast_121102.ipynb Comparing FAST FRB121102 burst energies calculated using two different methods.
spectra_param_pdf.ipynb Visualizing intrinsic and recovered distribution of spectra parameters.
variable_power_law_slope.ipynb Effect of different intrinsic power law slopes on incompleteness.
bandlimited_spectra_vis.ipynb Visualizing burst spectra and its effect on detectability.
power_laws_and_pdf.ipynb Energy distributions of banded bursts detected at varying fluence thresholds.
subband_search.ipynb Analysis of using subband searches on bandlimited repeating FRBs.
  • data/: Consists of burst properties reported by Aggarwal et al 2021 and Li et al 2021. Please cite these two papers if you make use of data in this directory.

  • plotting.py: Function to set figure dimensions to avoid scaling in LaTeX

  • utils.py: Helper functions (fitting power laws, converting between fluence and energy, etc)

  • simulate.py: Functions to simulate properties of bandlimited repeater bursts and then run a mock search on them.

Citation

Please cite the following paper if you use the data and analysis scripts present in this repository:

@ARTICLE{2021arXiv210804474A,
       author = {{Aggarwal}, Kshitij},
        title = "{Observational effects of banded repeating FRBs}",
      journal = {arXiv e-prints},
     keywords = {Astrophysics - High Energy Astrophysical Phenomena, Astrophysics - Instrumentation and Methods for Astrophysics},
         year = 2021,
        month = aug,
          eid = {arXiv:2108.04474},
        pages = {arXiv:2108.04474},
archivePrefix = {arXiv},
       eprint = {2108.04474},
 primaryClass = {astro-ph.HE},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2021arXiv210804474A},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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Estimating incompleteness due to banded repeaters

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