{"product_id":"concentration-of-maxima-and-fundamental-limits-in-high-dimensional-testing-and-inference-von-stilian-stoev-zheng-gao","title":"Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference","description":"\n                \u003cp\u003eThis book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors. \u003c\/p\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030809638\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030809638","offer_id":39418967916637,"sku":"9783030809638","price":69.54,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/b30794af-55dc-471c-ac6f-1cbbe2d9ec43.jpg?v=1772170594","url":"https:\/\/shop.autorenwelt.de\/products\/concentration-of-maxima-and-fundamental-limits-in-high-dimensional-testing-and-inference-von-stilian-stoev-zheng-gao","provider":"Autorenwelt Shop","version":"1.0","type":"link"}