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  大学ホームページ 図書館ホームページ 運営規程 登録・公開許諾書 パンフレット  更新日：2024/05/22    件数：7,050件     TOP  Language   JapaneseEnglishヘルプ No.1(全1件)     検索画面戻る一覧 Asymptotic behavior of regularized estimator under multiple and mixed-rates asymptoticsこのページを印刷URL:   ダウンロード  IDJOS-13447777-1104別タイトルApplied Functional Analysis : Proceedings of JMM Workshop on Applied Functional Analysis, November 25, 2017 Josai University著者：名前清水, 優祐著者：別形式Shimizu, Yusuke著者：カナシミズ, ユウスケ著者：所属城西大学理学部数学科著者：所属(別形式）Josai University, Department of Mathematics著者版フラグpublisher出版地埼玉県坂戸市出版者城西大学大学院理学研究科出版者：カナジョウサイダイガクダイガクインリガクケンキュウカ出版者：別名Josai University, Graduate School of ScienceNCIDAA1141485X冊子ISSN13447777掲載誌名Josai Mathematical Monographs巻11刊行年月2018-03開始ページ3終了ページ14コンテンツ作成日2018-03コンテンツ登録日2018-07-04JaLC DOIinfo:doi/10.20566/13447777_11_3抄録Masuda and Shimizu (2017) consider the uniform tail-probability estimate of a class of scaled regularized estimators under multiple and mixed-rates asymptotics in the sense of Radchenko (2008), where the associated statistical random fields may be non-differentiable and may fail to be partially locally asymptotically quadratic so that the conventional approach through the polynomial type large deviation inequality (PLDI) developed by Yoshida (2011) does not work directly. In this paper, we generalize the form of regularization terms considered in Masuda and Shimizu (2017), and derive the asymptotic behaviors including the moment convergence of estimator. Our setting includes sparsely regularized M-stimation such that sparse-bridge, the smoothly clipped absolute deviation and Seamless-L0 regularization.キーワードregularized estimation/moment convergence/large deviation inequality/sparse estimation/stochastic differential equation/mixed-rates asymptotics言語 eng資源タイプtextジャンル03紀要論文 / Departmental Bulletin Paperフォーマットapplication/pdf権利Copyright c 2018 Josai Universityこのアイテムを表示する：本文(pdf)( 223.4KB) ダウンロード回数： 回このアイテムを表示する：URIhttp://libir.josai.ac.jp/il/meta_pub/G0000284repository_JOS-13447777-1104URL:G0000284repository_JOS-13447777-1104  var xurl =document.URL; var xrecid = 'G0000284repository_JOS-13447777-1104'; var xReg = new RegExp(/(.*meta.*\/)/); var xmatch = xurl.match(xReg); var urlstr = RegExp.$1; if( xmatch) jQuery('a#infolib_permalink').html( urlstr + xrecid ); detailcont["max"] = '0'; detailcont["detailViewFlg"] = '0'; var xswitchViewButton = jQuery('div#detailContentsSwicher'); xswitchViewButton.show(); var xEditorButton = jQuery('div#detailEditor'); if( xEditorButton.length) { xpanel.xEditorPrime = "JOS-13447777-1104"; xEditorButton.show(); } detailcont["contentsDspMax"] = '5'; detailcont["show"] = 'all'; detailcont["contentsDbId"] = 'G0000284repository'; detailcont["currentContNo"] = '0'; meta.detailSetViewerHeight(); Copyright(C) 2010 Josai University. All Rights Reserved　　※Internet Explorer をお使いの方はVer.8以上をご利用願います。