Proposal on a Linear Regression being hardly affected by outliers

• Item type: SIG Technical Reports(1)
• 公開日: 2016-07-18
• タイトル: Proposal on a Linear Regression being hardly affected by outliers
• タイトル / 言語: en
• タイトル: Proposal on a Linear Regression being hardly affected by outliers
• 言語: eng
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: University of Nagasaki
• 著者所属: Presently with Shizuoka Institute of Science and Technology
• 著者所属: Presently with Shizuoka Institute of Science and Technology
• 著者所属(英): en
• 著者所属(英): University of Nagasaki
• 著者所属(英): en
• 著者所属(英): Presently with Shizuoka Institute of Science and Technology
• 著者所属(英): en
• 著者所属(英): Presently with Shizuoka Institute of Science and Technology
• 著者名: Takeshi, Matsuda; Ryo, Kawaguchi; Kojune, Ohsugi
• 著者名(英): Takeshi, Matsuda; Ryo, Kawaguchi; Kojune, Ohsugi
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: In this study, we proposed a estimation method of a linear regression which is robust for outliers, and applied to the estimation of Michaelis constant in a simple case. Moreover, we compared our proposed method with the conventional method, and showed the effectiveness of our proposed method.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: In this study, we proposed a estimation method of a linear regression which is robust for outliers, and applied to the estimation of Michaelis constant in a simple case. Moreover, we compared our proposed method with the conventional method, and showed the effectiveness of our proposed method.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AN10505667
• 書誌情報: 研究報告数理モデル化と問題解決（MPS）; 巻 2016-MPS-109, 号 1, p. 1-4, 発行日 2016-07-18
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8833
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会