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    政大機構典藏 > 商學院 > 統計學系 > 期刊論文 >  Item 140.119/81265
    Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/81265

    Title: Simulation of Some Multivariate Distributions Related to the Dirichlet Distribution with Application to Monte Carlo Simulations
    Authors: 洪英超
    Hung, Ying-Chao;Chen, Wei-Cheng
    Contributors: 統計系
    Keywords: Dirichlet distribution;inverted Dirichlet distribution;Liouville distribution;uniform distribution over a polyhedron;Monte Carlo simulation
    Date: 2017-01
    Issue Date: 2016-02-15 17:40:29 (UTC+8)
    Abstract: ABSTRACT Simulation of multivariate distributions is important in many applications but remains computationally challenging in practice. In this paper, we introduce three classes of multivariate distributions from which simulation can be conducted by means of their stochastic representations related to the Dirichlet random vector. More emphasis is made to simulation from the class of uniform distributions over a polyhedron, which is useful for solving some constrained optimization problems and has many applications in sampling and Monte Carlo simulations. Numerical evidences show that, by utilizing state-of-the-art Dirichlet generation algorithms, the introduced methods become superior to other approaches in terms of computational efficiency.
    Relation: Communications in Statistics - Simulation and Computation, Volume 46, Issue 6 , Pages 4281-4296
    Data Type: article
    DOI 連結: http://dx.doi.org/10.1080/03610918.2015.1115066
    DOI: 10.1080/03610918.2015.1115066
    Appears in Collections:[統計學系] 期刊論文

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