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Covariance Matrix Estimation for High-Throughput Biomedical Data with Interconnected Communities
The American Statistician ( IF 1.8 ) Pub Date : 2024-03-11 , DOI: 10.1080/00031305.2024.2329681
Yifan Yang 1 , Chixiang Chen 2 , Shuo Chen 2
Affiliation  

Estimating a covariance matrix is central to high-dimensional data analysis. Empirical analyses of high-dimensional biomedical data, including genomics, proteomics, microbiome, and neuroimaging, am...

中文翻译:

具有互连社区的高通量生物医学数据的协方差矩阵估计

估计协方差矩阵是高维数据分析的核心。高维生物医学数据的实证分析,包括基因组学、蛋白质组学、微生物组和神经影像学,...
更新日期:2024-03-13
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