{"product_id":"9783030809638","title":"SpringerBriefs in Probability and Mathematical Statistics","description":"\u003ch1\u003eSpringerBriefs in Probability and Mathematical Statistics\u003c\/h1\u003e \u003ch2\u003eGao, Zheng; Stoev, Stilian\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\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 \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-09-08\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030809638\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-80964-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 140\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":46547939197068,"sku":"9783030809638","price":62.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030809638.jpg?v=1775962897","url":"https:\/\/lateknightbooks.com\/products\/9783030809638","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}