Publications-Theses

Article View/Open

Publication Export

Google ScholarTM

NCCU Library

Citation Infomation

Related Publications in TAIR

題名 有限離散型二維條件分配相容性演算法之研究
On the algorithms for the compatibility of bivariate finite conditional distributions
作者 劉軒志
貢獻者 姜志銘
劉軒志
關鍵詞 相容性
演算法
條件機率矩陣
比值矩陣
compatibility
algorithms
conditional matrix
ratio matrix
日期 2012
上傳時間 2-Sep-2013 16:45:56 (UTC+8)
摘要 給定兩個條件機率分配,判斷他們是否相容?是否有唯一的聯合機率分配?以及相容時,如何找出所有可能的聯合機率分配?是研究相容性相當重要的課題。本文針對有限離散型二維條件機率分配,以Arnold and Press(1989) 最先提出的比值矩陣法,及由Song , Li, Chen, Jiang, and Kuo (2010) 所提出的檢驗法為架構,提出新演算法且利用此演算法來設計程式,使程式能判斷兩條件機率分配是否相容,以及相容後可求出對應的所有聯合機率分配。本文亦依據新演算法並應用MATLAB軟體設計程式,讓使用者可以很快地對上述三個問題得到答案。
When two conditional distributions are given, the following three important questions are likely to be raised. Are they compatible? Is the corresponding joint distribution unique if they are compatible? How do you find all the corresponding joint distributions if they are compatible? In this thesis, basing on ratio matrix method given first by Arnold and Press (1989), and on the method for checking compatibility existence, for checking uniqueness, and for finding all possible joint distributions provided by Song, Li, Chen, Jiang, and Kuo (2010), we provide a new algorithm to answer these questions. Using this new algorithm, we also provide a MATLAB computer program so that any user could get the answer quickly for the above three questions.
參考文獻 [1] Arnold, B. C., and Press, S. J. (1989). Compatible Conditional Distributions.J. Amer. Statist. Assoc. 84, 152-156.\n\n[2] Arnold, B. C., Castillo, E., and Sarabia, J. M. (2004), Compatibility of Partial or Complete Conditional Probability Specifications. J. Statist. Plann. Inference. 123, 133-159.\n\n[3] Perez-Villalta, R. (2000), Variables finitas condicionalmente esecificadas.Questioo 24, 425-448. \n\n[4] Song, C. C., Li, A., Chen, C. H., Jiang, T. J., and Kuo, K. L. (2010), Compatibility of finite discrete conditional distributions. Statistica Sinica. 20, 423-440.
描述 碩士
國立政治大學
應用數學系數學教學碩士在職專班
98972002
101
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0098972002
資料類型 thesis
dc.contributor.advisor 姜志銘zh_TW
dc.contributor.author (Authors) 劉軒志zh_TW
dc.creator (作者) 劉軒志zh_TW
dc.date (日期) 2012en_US
dc.date.accessioned 2-Sep-2013 16:45:56 (UTC+8)-
dc.date.available 2-Sep-2013 16:45:56 (UTC+8)-
dc.date.issued (上傳時間) 2-Sep-2013 16:45:56 (UTC+8)-
dc.identifier (Other Identifiers) G0098972002en_US
dc.identifier.uri (URI) https://ah.lib.nccu.edu.tw/item?item_id=67101-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 應用數學系數學教學碩士在職專班zh_TW
dc.description (描述) 98972002zh_TW
dc.description (描述) 101zh_TW
dc.description.abstract (摘要) 給定兩個條件機率分配,判斷他們是否相容?是否有唯一的聯合機率分配?以及相容時,如何找出所有可能的聯合機率分配?是研究相容性相當重要的課題。本文針對有限離散型二維條件機率分配,以Arnold and Press(1989) 最先提出的比值矩陣法,及由Song , Li, Chen, Jiang, and Kuo (2010) 所提出的檢驗法為架構,提出新演算法且利用此演算法來設計程式,使程式能判斷兩條件機率分配是否相容,以及相容後可求出對應的所有聯合機率分配。本文亦依據新演算法並應用MATLAB軟體設計程式,讓使用者可以很快地對上述三個問題得到答案。zh_TW
dc.description.abstract (摘要) When two conditional distributions are given, the following three important questions are likely to be raised. Are they compatible? Is the corresponding joint distribution unique if they are compatible? How do you find all the corresponding joint distributions if they are compatible? In this thesis, basing on ratio matrix method given first by Arnold and Press (1989), and on the method for checking compatibility existence, for checking uniqueness, and for finding all possible joint distributions provided by Song, Li, Chen, Jiang, and Kuo (2010), we provide a new algorithm to answer these questions. Using this new algorithm, we also provide a MATLAB computer program so that any user could get the answer quickly for the above three questions.en_US
dc.description.tableofcontents 中文摘要:i\nAbstract:ii \n1.緒論:p1\n2.理論背景:p3\n3.演算法與程式設計:p9 \n 3.1 IBD演算法:p9\n 3.2 Rank One演算法:p17\n 3.3 對應矩陣A及B的聯合機率矩陣J_AB之演算法:p24\n 3.4 程式設計:p31\n4.結論:p42\n參考文獻:p48\n附錄:p49\n\n 附錄1 程式使用說明:p50\n 附錄2 Main主程式碼:p57\n 附錄3 檢查兩條件矩陣子程式碼:p61\n 附錄4 IBD子程式碼:p63\n 附錄5 Rank One子程式碼:p66\n 附錄6 隨機矩陣程式測試碼:p69zh_TW
dc.format.extent 2439457 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0098972002en_US
dc.subject (關鍵詞) 相容性zh_TW
dc.subject (關鍵詞) 演算法zh_TW
dc.subject (關鍵詞) 條件機率矩陣zh_TW
dc.subject (關鍵詞) 比值矩陣zh_TW
dc.subject (關鍵詞) compatibilityen_US
dc.subject (關鍵詞) algorithmsen_US
dc.subject (關鍵詞) conditional matrixen_US
dc.subject (關鍵詞) ratio matrixen_US
dc.title (題名) 有限離散型二維條件分配相容性演算法之研究zh_TW
dc.title (題名) On the algorithms for the compatibility of bivariate finite conditional distributionsen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) [1] Arnold, B. C., and Press, S. J. (1989). Compatible Conditional Distributions.J. Amer. Statist. Assoc. 84, 152-156.\n\n[2] Arnold, B. C., Castillo, E., and Sarabia, J. M. (2004), Compatibility of Partial or Complete Conditional Probability Specifications. J. Statist. Plann. Inference. 123, 133-159.\n\n[3] Perez-Villalta, R. (2000), Variables finitas condicionalmente esecificadas.Questioo 24, 425-448. \n\n[4] Song, C. C., Li, A., Chen, C. H., Jiang, T. J., and Kuo, K. L. (2010), Compatibility of finite discrete conditional distributions. Statistica Sinica. 20, 423-440.zh_TW