Article ID Journal Published Year Pages File Type
6870594 Computational Statistics & Data Analysis 2014 10 Pages PDF
Abstract
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.
Related Topics
Physical Sciences and Engineering Computer Science Computational Theory and Mathematics
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