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ストリームデータの動的統計分析 : 統計処理教育へのアプローチ
http://hdl.handle.net/11266/00007570
http://hdl.handle.net/11266/000075702ad6fc86-c63d-42f2-9020-2db88b815e27
名前 / ファイル | ライセンス | アクション |
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⑤吉岡茂 (4.6 MB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2020-06-02 | |||||
タイトル | ||||||
タイトル | ストリームデータの動的統計分析 : 統計処理教育へのアプローチ | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Dynamic statistical analysis of real-time streaming data | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題 | ストリームデータ | |||||
キーワード | ||||||
主題 | スライディングウィンドゥ | |||||
キーワード | ||||||
主題 | ビッグデータ | |||||
キーワード | ||||||
主題 | IOT | |||||
キーワード | ||||||
主題 | Streaming Data | |||||
キーワード | ||||||
主題 | Sliding Window | |||||
キーワード | ||||||
主題 | Big Data | |||||
キーワード | ||||||
主題 | IOT | |||||
キーワード | ||||||
キーワード | ||||||
主題 | Streaming Data(en) | |||||
キーワード | ||||||
主題 | Sliding Window(en) | |||||
キーワード | ||||||
主題 | Big Data(en) | |||||
キーワード | ||||||
主題 | IOT(en) | |||||
キーワード | ||||||
主題 | VBA(en) | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
著者 |
吉岡, 茂
× 吉岡, 茂 |
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著者(ヨミ) | ||||||
姓名 | ヨシオカ, シゲル | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this article, We showed the example of the dynamic statistical analysis using a streaming data about the price index of stocks and the foreign exchange. Specifically, We read financial data from WEB Site in EXCELVBA and performed a multiple regression analysis to predict price index of stocks Nikkei225. We took Nikkei225 just before that, Shanghai stock prices Composite Index(SSE)and USDJPY in an explanation variable. This multiple regression analysis was repeated 100 times with the size of Sliding Window 30. Finally, We showed the characteristics of these statistics from the regression analysis. |
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書誌情報 |
地球環境研究 = Bulletin of geo-environmental science 号 21, p. 35-41, 発行日 2019 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 13449842 | |||||
出版タイプ | ||||||
出版タイプ | AM | |||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||
出版者 | ||||||
出版者 | 立正大学地球環境科学部 |