The Slope of the Source-Count Distribution for Fast Radio Bursts

TL;DR

This paper estimates the slope of the FRB source-count distribution using advanced maximum-likelihood methods, revealing potential deviations from a simple power law and implications for FRB progenitor evolution.

Contribution

It introduces an improved maximum-likelihood approach that accounts for detection thresholds, providing new estimates of the FRB source-count slope from multiple surveys.

Findings

Estimated slope for Parkes FRBs: -1.18 ± 0.24

Estimated slope for ASKAP FRBs: -2.2 ± 0.47

Evidence suggests deviations from a pure power law in FRB distribution

Abstract

The slope of the source-count distribution of fast radio burst (FRB) fluences, $\alpha$, has been estimated using a variety of methods. Hampering all attempts have been the low number of detected FRBs, and the difficulty of defining a completeness threshold for FRB surveys. In this work, we extend maximum-likelihood methods for estimating $\alpha$, using detected and threshold signal-to-noise ratios applied to all FRBs in a sample without regard to a completeness threshold. Using this method with FRBs detected by the Parkes radio telescope, we find $\alpha=-1.18 \pm 0.24$ (68\% confidence interval, C.I.), i.e.\ consistent with a non-evolving Euclidean distribution ($\alpha=-1.5$). Applying these methods to the Australian Square Kilometre Array Pathfinder (ASKAP) Commensal Real-time ASKAP Fast Transients (CRAFT) FRB survey finds $\alpha=-2.2 \pm 0.47$ (68\% C.I.). A full maximum-likelihood estimate finds an inconsistency with the Parkes rate with a p-value of 0.86\% ($2.6\, \sigma$). If not due to statistical fluctuations or biases in Parkes data, this is the first evidence for deviations from a pure power law in the integral source-count distribution of FRBs. It is consistent with a steepening of the integral source-count distribution in the fluence range 5--40\,Jy\,ms, for instance due to a cosmological population of FRB progenitors evolving more rapidly than the star-formation rate, and peaking in the redshift range 1--3.