Wainwright, M.J., 2019. High-dimensional statistics: A non-asymptotic viewpoint (Vol. 48). Cambridge University Press. 相关内容: Vershynin High-Dimensional Probability [Notes+Solutions] Jiri and Wessel's blog on HDS [大部分问题的解答使用的是类似的方法,对于其中一些问题的解答,这里使用的方法可...
High-dimensional statistics : Some progress and challenges aheadWainwright, MartinWainwright, M. (2010). High-dimensional statistics: Some progress and challenges ahead. In Winedale Workshop.
上一期传送门:High Dimensional Statistics学习笔记(四):Minimax Lower Bounds 参考书:High-Dimensional Statistics:A Non-Asymptotic Viewpoint(Martin J. Wainwright) 换本书继续学习High Dimensional Statistics,跟之前的Note就不作承上的介绍了,直接启下: 第四章学到的东西挺多,打算写个Note巩固一下,主要顺一下这...
High-Dimensional Statistics 英文原版 高维统计 非渐近视角 统计和概率数学 剑桥大学出版社 Martin J Wainwright【中商原?距结束 26 : 26 : 13 : 17 ¥ 944 折后 ¥ 894 满499减50 发货地: 广东 佛山 包邮 品牌: Martin/马丁 MARTIN Martin/马丁酒 ...
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The area of high-dimensional statistics deals with estimation in the“large p, small n” setting,where p and n corre-spond,respectively, to the dimensionality of the data and the sample size. Such high-dimensional problems arise in a variety of applications,among them remote sensing,computational...
Statisticalinference1.IntroductionTheareaofhighdimensionaldataisanareaofintenseresearchinstatisticsandmachinelearning,owingtotherapiddevelopmentofinformationtechnologiesandtheirapplicationsinscientificexperimentsandeverydaylife.Numerouslarge,complexdatasetshavebeencollectedandarewaitingtobeanalysed;meanwhile,anenormousefforthas...
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High Dimensional Statistics学习笔记(五)下: Metric entropy and its uses 陆加柒等于十三 UCAS|Statistics 16 人赞同了该文章 上一期传送门: High Dimensional Statistics学习笔记(五)上: Uniform laws of large numbers 参考书:High-Dimensional Statistics A Non-Asymptotic Viewpoint(Martin J. Wainwright) ...
We consider the Hotelling \(T^2\) test in low sample size, high dimensional setting. We partition the p variables into \(b>1\) blocks of p/b variables and use the union-intersection principle to propose a testing procedure that computes the \(T^2\) test in each block. We show that...