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題名 相依資料的條件獨立檢定
其他題名 Conditional Independence Test for Dependent Data
作者 黃子銘
貢獻者 國立政治大學統計學系
行政院國家科學委員會
關鍵詞 條件相關檢定;條件最大相關;相依資料
conditional independence test;conditional maximal correlation;dependent data
日期 2010
上傳時間 30-Aug-2012 09:58:33 (UTC+8)
摘要 條件獨立檢定的應用之一為檢定 Granger causality, 這時資料通常並非獨立。在國科會計畫 NSC-95-2119-M-004-001 及 NSC-97-2118-M-004-001 中,提出根據 maximal conditional correlation 建立條件獨立檢定,也在資料為獨立同分布的假設下,推導出檢定統計量的漸進性質。本計畫的目標即為將上述結果推廣到資料為 weakly dependent 的情形,使得這個條件獨立檢定能適用於 Granger causality 的檢定問題。
One use of conditional independence test is to test Granger causality for time series data. In two former NSC projects on testing conditional independence (NSC-95-2119-M-004-001 and NSC-97-2118-M-004-001), a conditional independence test based on maximal conditional correlation is proposed and its asymptotic properties are derived assuming the data series is an IID series. The goal of this project is to show that these asymptotic properties of this test still hold when the data series is weakly dependent, so that the test can be used for time series data.
關聯 基礎研究
學術補助
研究期間:9908~ 10007
研究經費:479仟元
資料類型 report
dc.contributor 國立政治大學統計學系en_US
dc.contributor 行政院國家科學委員會en_US
dc.creator (作者) 黃子銘zh_TW
dc.date (日期) 2010en_US
dc.date.accessioned 30-Aug-2012 09:58:33 (UTC+8)-
dc.date.available 30-Aug-2012 09:58:33 (UTC+8)-
dc.date.issued (上傳時間) 30-Aug-2012 09:58:33 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/53374-
dc.description.abstract (摘要) 條件獨立檢定的應用之一為檢定 Granger causality, 這時資料通常並非獨立。在國科會計畫 NSC-95-2119-M-004-001 及 NSC-97-2118-M-004-001 中,提出根據 maximal conditional correlation 建立條件獨立檢定,也在資料為獨立同分布的假設下,推導出檢定統計量的漸進性質。本計畫的目標即為將上述結果推廣到資料為 weakly dependent 的情形,使得這個條件獨立檢定能適用於 Granger causality 的檢定問題。-
dc.description.abstract (摘要) One use of conditional independence test is to test Granger causality for time series data. In two former NSC projects on testing conditional independence (NSC-95-2119-M-004-001 and NSC-97-2118-M-004-001), a conditional independence test based on maximal conditional correlation is proposed and its asymptotic properties are derived assuming the data series is an IID series. The goal of this project is to show that these asymptotic properties of this test still hold when the data series is weakly dependent, so that the test can be used for time series data.-
dc.language.iso en_US-
dc.relation (關聯) 基礎研究en_US
dc.relation (關聯) 學術補助en_US
dc.relation (關聯) 研究期間:9908~ 10007en_US
dc.relation (關聯) 研究經費:479仟元en_US
dc.subject (關鍵詞) 條件相關檢定;條件最大相關;相依資料en_US
dc.subject (關鍵詞) conditional independence test;conditional maximal correlation;dependent data-
dc.title (題名) 相依資料的條件獨立檢定zh_TW
dc.title.alternative (其他題名) Conditional Independence Test for Dependent Dataen_US
dc.type (資料類型) reporten