Self-calibration of weak lensing systematic effects using combined two- and three-point statistics

Susan Pyne, B. Joachimi
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引用次数: 7

Abstract

We investigate the prospects for using the weak lensing bispectrum alongside the power spectrum to control systematic uncertainties in a Euclid-like survey. Three systematic effects are considered: the intrinsic alignment of galaxies, uncertainties in the means of tomographic redshift distributions, and multiplicative bias in the measurement of the shear signal. We find that the bispectrum is very effective in mitigating these systematic errors. Varying all three systematics simultaneously, a joint power spectrum and bispectrum analysis reduces the area of credible regions for the cosmological parameters $\Omega_\mathrm{m}$ and $\sigma_8$ by a factor of 90 and for the two parameters of a time-varying dark energy equation of state by a factor of almost 20, compared with the baseline approach of using the power spectrum alone and of imposing priors consistent with the accuracy requirements specified for Euclid. We also demonstrate that including the bispectrum self-calibrates all three systematic effects to the stringent levels required by the forthcoming generation of weak lensing surveys, thereby reducing the need for external calibration data.
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结合两点和三点统计的弱透镜系统效应自校正
我们研究了在类欧几里得测量中使用弱透镜双谱和功率谱来控制系统不确定性的前景。考虑了三个系统效应:星系的本征排列,层析红移分布方法的不确定性,以及剪切信号测量中的乘法偏差。我们发现双谱在减轻这些系统误差方面是非常有效的。同时改变所有三个系统,联合功率谱和双谱分析将宇宙学参数$\Omega_\mathrm{m}$和$\sigma_8$的可信区域面积减少了90倍,对时变暗能量状态方程的两个参数的可信区域面积减少了近20倍,与单独使用功率谱和施加符合欧几里得规定的精度要求的先验的基线方法相比。我们还证明,包括双谱自校准所有三种系统效应,以达到即将到来的弱透镜调查所需的严格水平,从而减少了对外部校准数据的需求。
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