Apraxia 发表于 2025-3-25 03:31:17
Time-Varying Discrete Linear Systemsional setting. First, a general notion of statistical risk is formulated and used to provide a unified treatment of a variety of signal detection and support estimation problems considered in the literature. The relationship between various choices of risk functionals and their implications on the aSleep-Paralysis 发表于 2025-3-25 09:51:54
Time-Varying Discrete Linear Systemsroblems for sparse signals. In order to emphasize ideas, the focus is on the simple case of a high-dimensional sparse signal observed with additive independent Gaussian errors. The classic phase-transition result for the signal detection problem obtained first by Yuri Izmailovich Ingster as well asMorbid 发表于 2025-3-25 13:59:15
http://reply.papertrans.cn/24/2349/234858/234858_23.png酷热 发表于 2025-3-25 19:36:53
https://doi.org/10.1007/978-3-030-70944-0 likelihood ratio thresholding procedures are always Bayes optimal. Consequently, the Oracle threshold estimation procedures are optimal for the class of log-concave error models and, otherwise, they are typically sub-optimal. These results lead to a slew of asymptotic minimax characterizations of tconfederacy 发表于 2025-3-25 21:18:37
http://reply.papertrans.cn/24/2349/234858/234858_25.pngNOVA 发表于 2025-3-26 03:30:34
Time-Varying Maximum Capacity Path Problems,WAS) aim to discover the set of gene variants associated with a disease. In the simple case of marginal association studies, one typically considers 2-by-2 contingency tables and computes non-central chi-square-type statistics (one for each genetic location), where the non-centrality parameter plays仔细阅读 发表于 2025-3-26 06:38:20
Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference978-3-030-80964-5Series ISSN 2365-4333 Series E-ISSN 2365-4341非秘密 发表于 2025-3-26 09:00:49
http://reply.papertrans.cn/24/2349/234858/234858_28.png充满人 发表于 2025-3-26 14:45:52
https://doi.org/10.1007/978-3-030-80964-5High-dimensional statistics; Concentration of maxima; Testing problems; Support recovery problems; StatiAgronomy 发表于 2025-3-26 18:38:04
http://reply.papertrans.cn/24/2349/234858/234858_30.png