Statistical Techniques for the Analysis of High Resolution CMB Data

高分辨率 CMB 数据分析的统计技术

• 批准号: 0707731
• 负责人: David Spergel
• 金额: $ 44.62万
• 依托单位: Princeton University
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2007
• 资助国家: 美国
• 起止时间: 2007-08-01 至 2011-07-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0707731&HistoricalAwards=false
• 关键词: Statistical; Techniques; Analysis; Resolution; CMB

AST-0707731SpergelThis project is an international collaboration between Princeton University and Institut d'Estudis Espacials de Catalunya (Barcelona, Spain) to develop statistical tools to analyze data from the Atacama Cosmology Telescope (ACT), an NSF-funded telescope in the Atacama Desert of Chile. The techniques, although tuned to the ACT data, will be useful for analyzing any high-resolution Cosmic Microwave Background (CMB) experiment. The first measurements made with these tools will be the power spectrum of temperature fluctuations in the microwave background, and mass fluctuations along the line-of-sight. By combining simulations and analytical theory, the research group will compute the full covariance matrix and its inverse, and compute the likelihood of the observed values for diverse cosmological models. Applying these techniques to the ACT data will improve measurements of the mass density of the Universe, the density of atoms, the properties of the dark energy, and the properties of the neutrino.Measuring dark energy and dark matter provides insight into fundamental physics and the fate of the universe. Measuring CMB fluctuations and the growth of structure opens a window to the earliest moments of the big bang. These results will likely be of broad popular interest, even as this research trains undergraduate and graduate students in widely applicable statistical techniques, and engages them in a substantive international collaboration. Releasing the user friendly likelihood software along with the data will help a broad group of cosmologists, astrophysicists, and particle physicists.

AST-0707731 Spergel这个项目是普林斯顿大学和卡塔卢尼亚空间研究所（西班牙巴塞罗那）之间的国际合作，旨在开发统计工具来分析来自阿塔卡马宇宙学望远镜（ACT）的数据，这是一个由NSF资助的望远镜，位于智利的阿塔卡马沙漠。 这些技术，虽然调整到ACT数据，将有助于分析任何高分辨率的宇宙微波背景（CMB）实验。 利用这些工具进行的第一次测量将是微波背景中温度波动的功率谱，以及沿着视线的质量波动。 通过结合模拟和分析理论，研究小组将计算完整的协方差矩阵及其逆，并计算不同宇宙学模型观测值的可能性。 将这些技术应用于ACT数据将改善对宇宙质量密度、原子密度、暗能量性质和中微子性质的测量。测量暗能量和暗物质提供了对基础物理和宇宙命运的洞察。 测量CMB波动和结构的增长打开了一扇通往大爆炸最早时刻的窗口。 这些结果可能会引起广泛的公众兴趣，即使这项研究训练本科生和研究生广泛适用的统计技术，并使他们参与实质性的国际合作。 随着数据的发布，用户友好的似然软件沿着发布，将有助于宇宙学家、天体物理学家和粒子物理学家的广泛研究。