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arXiv 2311.08033gr-qcastro-ph.HE
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偏心率引发的广义相对论参数化检验系统误差:应用于双黑洞族群的分层贝叶斯推断

Eccentricity-induced systematic error on parametrized tests of general relativity: Hierarchical Bayesian inference applied to a binary black hole population

Pankaj Saini, Sajad A. Bhat, Marc Favata, K. G. Arun

AI总结:

本文用分层贝叶斯推断研究未建模偏心率对双黑洞族群引力波检验GR的系统偏差,发现其可造成错误违背信号,而将偏心率纳入波形后约束仅放宽至约2倍。

摘要:

检验广义相对论(GR)的一种方法是在引力波(GW)相位的后牛顿(PN)展开中引入自由参数。如果这些检验GR(TGR)参数上的系统误差超过统计误差,就可能发出错误的GR违背信号。本文考虑由未建模的双星偏心率产生的系统误差。由于地面探测器中GW事件的偏心率预计很小或可忽略,在分析少量事件时,使用准圆形波形模型检验GR可能是安全的。然而,随着GW探测目录规模增大,通过结合多个事件的信息,可以对GR偏离施加更严格的界限。在这种情况下,即使很小的系统偏差也可能变得显著。我们采用分层贝叶斯推断方法,对从偏心双黑洞(BBH)族群推断出的TGR参数后验概率分布进行建模。我们假设每个TGR参数值在BBH族群中按照高斯分布变化。我们计算这些高斯超参数的后验分布。该计算分别针对LIGO和Cosmic Explorer(CE)进行。我们发现,在考虑由事件目录设定的约束时,未建模偏心率带来的系统偏差对两种探测器都可能发出错误的GR违背信号。我们还计算了当偏心率作为参数纳入波形模型时,10个TGR参数的预期界限。我们发现,前四个无量纲TGR形变参数在90%置信度下可被限制为δ\hatφ_i ≲ 10^{-2}(LIGO)和≲10^{-3}(CE),其中i=(0,1,2,3)。与圆轨道情形相比,当偏心率纳入波形时,TGR参数的联合界限仅适度变差,变差因子≲2。

英文摘要:

One approach to testing general relativity (GR) introduces free parameters in the post-Newtonian (PN) expansion of the gravitational-wave (GW) phase. If systematic errors on these testing GR (TGR) parameters exceed the statistical errors, this may signal a false violation of GR. Here, we consider systematic errors produced by unmodeled binary eccentricity. Since the eccentricity of GW events in ground-based detectors is expected to be small or negligible, the use of quasicircular waveform models for testing GR may be safe when analyzing a small number of events. However, as the catalog size of GW detections increases, more stringent bounds on GR deviations can be placed by combining information from multiple events. In that case, even small systematic biases may become significant. We apply the approach of hierarchical Bayesian inference to model the posterior probability distributions of the TGR parameters inferred from a population of eccentric binary black holes (BBHs). We assume each TGR parameter value varies across the BBH population according to a Gaussian distribution. We compute the posterior distributions for these Gaussian hyperparameters. This is done for LIGO and Cosmic Explorer (CE). We find that systematic biases from unmodeled eccentricity can signal false GR violations for both detectors when considering constraints set by a catalog of events. We also compute the projected bounds on the $10$ TGR parameters when eccentricity is included as a parameter in the waveform model. We find that the first four dimensionless TGR deformation parameters can be bounded at $90\%$ confidence to $δ\hatφ_i \lesssim 10^{-2}$ for LIGO and $\lesssim 10^{-3}$ for CE [where $i=(0,1,2,3)$]. In comparison to the circular orbit case, the combined bounds on the TGR parameters worsen by a modest factor of $\lesssim 2$ when eccentricity is included in the waveform.

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