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Establish prior odds by estimating merger-rate fractions for quasi-circular precessing versus eccentric aligned-spin binaries

Identify and estimate astrophysical merger-rate fractions (and corresponding prior odds) for quasi-circular, spin-precessing binary black holes versus eccentric, aligned-spin binary black holes, enabling computation of odds ratios between these hypotheses in Bayesian model selection for gravitational-wave events.

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Background

The odds ratio used in this paper requires prior odds derived from astrophysical rate estimates. While rates for eccentric versus quasi-circular aligned-spin populations were assembled, the authors did not consider odds for eccentric aligned-spin versus quasi-circular precessing due to a lack of rate estimates in the literature.

Providing such rate estimates would enable a more comprehensive comparison of hypotheses, reducing dependence on waveform-model limitations and improving event classification.

References

We do not consider the eccentric aligned-spin vs quasi-circular precessing odds-ratio as to our knowledge no rate estimates (and thus prior odds) for this fraction exist in the literature.

Evidence for eccentricity in the population of binary black holes observed by LIGO-Virgo-KAGRA (2404.14286 - Gupte et al., 22 Apr 2024) in Section 2.1 (Bayes theorem, Bayes factor and odds ratios)