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題名 Generating Beta Random Numbers and Dirichlet Random Vectors in R: The Package rBeta2009
作者 洪英超
Hung, Ying-Chao
貢獻者 統計系
關鍵詞 R; Beta variates;Dirichlet random vectors; Computer time;Kolmogorov–Smirnov test;Ljung–Box test
日期 2014.03
上傳時間 20-Oct-2014 18:24:19 (UTC+8)
摘要 A software package, rBeta2009, developed to generate beta random numbers and Dirichlet random vectors in R is presented. The package incorporates state-of-the-art algorithms so as to minimize the computer generation time. In addition, it is designed in a way that (i) the generation efficiency is robust to changes of computer architecture; (ii) memory allocation is flexible; and (iii) the exported objects can be easily integrated with other software. The usage of this package is then illustrated and evaluated in terms of various performance metrics.
關聯 Computational Statistics & Data Analysis, 71(0), 1011-1020
資料類型 article
DOI http://dx.doi.org/10.1016/j.csda.2013.02.019
dc.contributor 統計系en_US
dc.creator (作者) 洪英超zh_TW
dc.creator (作者) Hung, Ying-Chaoen_US
dc.date (日期) 2014.03en_US
dc.date.accessioned 20-Oct-2014 18:24:19 (UTC+8)-
dc.date.available 20-Oct-2014 18:24:19 (UTC+8)-
dc.date.issued (上傳時間) 20-Oct-2014 18:24:19 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/70686-
dc.description.abstract (摘要) A software package, rBeta2009, developed to generate beta random numbers and Dirichlet random vectors in R is presented. The package incorporates state-of-the-art algorithms so as to minimize the computer generation time. In addition, it is designed in a way that (i) the generation efficiency is robust to changes of computer architecture; (ii) memory allocation is flexible; and (iii) the exported objects can be easily integrated with other software. The usage of this package is then illustrated and evaluated in terms of various performance metrics.en_US
dc.format.extent 412146 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Computational Statistics & Data Analysis, 71(0), 1011-1020en_US
dc.subject (關鍵詞) R; Beta variates;Dirichlet random vectors; Computer time;Kolmogorov–Smirnov test;Ljung–Box testen_US
dc.title (題名) Generating Beta Random Numbers and Dirichlet Random Vectors in R: The Package rBeta2009en_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.csda.2013.02.019en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.csda.2013.02.019en_US