论文标题
先生对Ligo-Virgo参数估计的重要性:原始黑洞的情况
The Importance of Priors on LIGO-Virgo Parameter Estimation: the Case of Primordial Black Holes
论文作者
论文摘要
当前和将来的干涉仪检测到的黑洞可能具有多种起源。它们的预期质量和自旋分布取决于形成机制的细节。当在贝叶斯推断中使用出有力动机的先验分布时,从重力波数据中估计的参数可能会发生重大变化,可能会影响某些重力波事件的物理解释及其对理论模型的影响。作为一个案例研究,我们分析了原始黑洞,这可能是在早期宇宙中形成的,并且至少占暗物质的一小部分。如果积聚在其宇宙历史上不有效,则原始黑洞几乎是非旋转的。如果积聚有效,则大量二进制趋向于对称且高度旋转。我们表明,合并这些先验可以显着改变某些二进制黑洞事件的推断质量比和有效自旋,尤其是那些使用不可知论者的标准分析来鉴定为高质量,不对称或旋转的黑洞事件。对于几个事件,贝叶斯因素仅受到新先验的轻度影响,这意味着很难区分迄今为止检测到的合并事件是原始的还是天体物理的起源。特别是,如果由Ligo/处女座鉴定为强烈不对称的二进制物(包括GW190412)是原始起源,则其从数据中推断出的质量比可能更接近统一性。对于GW190412,后一种属性受到波形模型中较高谐波的较高谐波的强烈影响。
The black holes detected by current and future interferometers can have diverse origins. Their expected mass and spin distributions depend on the specifics of the formation mechanisms. When a physically motivated prior distribution is used in a Bayesian inference, the parameters estimated from the gravitational-wave data can change significantly, potentially affecting the physical interpretation of certain gravitational-wave events and their implications on theoretical models. As a case study we analyze primordial black holes, which might be formed in the early universe and could comprise at least a fraction of the dark matter. If accretion is not efficient during their cosmic history, primordial black holes are expected to be almost non-spinning. If accretion is efficient, massive binaries tend to be symmetrical and highly spinning. We show that incorporating these priors can significantly change the inferred mass ratio and effective spin of some binary black hole events, especially those identified as high-mass, asymmetrical, or spinning by a standard analysis using agnostic priors. For several events, the Bayes factors are only mildly affected by the new priors, implying that it is hard to distinguish whether merger events detected so far are of primordial or astrophysical origin. In particular, if binaries identified by LIGO/Virgo as strongly asymmetrical (including GW190412) are of primordial origin, their mass ratio inferred from the data can be closer to unity. For GW190412, the latter property is strongly affected by the inclusion of higher harmonics in the waveform model.