清华大学-统计与计算方法-上课笔记-1
大数据时代,研究生和高年级本科生修的统计与计算方法课
此为个人所记笔记;包括课程主要内容,推荐读物,课程资源等
Astrostatistics is a discipline which spans astrophysics, statistical analysis and data mining. It is used to process the vast amount of data produced by automated scanning of the cosmos, to characterize complex datasets, and to link astronomical data to astrophysical theory. Many branches of statistics are involved in astronomical analysis including nonparametrics, multivariate regression and multivariate classification, time series analysis, and especially Bayesian inference.







Grand Challenges in Astrostatistics
https://www.frontiersin.org/articles/10.3389/fspas.2020.00011/full