发表状态 | 已发表Published |
题名 | A stochastic representation for the lp-norm symmetric distribution and its applications |
作者 | |
发表日期 | 2017 |
发表期刊 | Communications in Statistics: Simulation and Computation
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ISSN/eISSN | 0361-0918 |
卷号 | 46期号:8页码:6011-6018 |
摘要 | The family of lp-norm symmetric distributions was proposed by Yue and Ma and is a natural generalization to the family of l1-norm symmetric distributions studied by Fang et al. In this article, we propose a stochastic representation for the lp-norm symmetric distribution for any constant p > 0. The stochastic representation is expressed through independent and identically distributed uniform U(0, 1) random variables. It is illustrated that the stochastic representation can be applied to statistical simulation and uniform experimental design. © 2017 Taylor & Francis Group, LLC. |
关键词 | lp-norm symmetric distribution Statistical simulation Stochastic representation Uniform design |
DOI | 10.1080/03610918.2016.1188207 |
语种 | 英语English |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/3347 |
专题 | 个人在本单位外知识产出 |
作者单位 | 1.University of New Haven, College of Business, West Haven, United States 2.Department of Statistics and Actuarial Science, The University of Hong Kong, Pokfulam Road, Hong Kong |
推荐引用方式 GB/T 7714 | Liang, Jiajuan,Ng, Kaiwang,Tian, Guoliang. A stochastic representation for the lp-norm symmetric distribution and its applications[J]. Communications in Statistics: Simulation and Computation, 2017, 46(8): 6011-6018. |
APA | Liang, Jiajuan, Ng, Kaiwang, & Tian, Guoliang. (2017). A stochastic representation for the lp-norm symmetric distribution and its applications. Communications in Statistics: Simulation and Computation, 46(8), 6011-6018. |
MLA | Liang, Jiajuan,et al."A stochastic representation for the lp-norm symmetric distribution and its applications". Communications in Statistics: Simulation and Computation 46.8(2017): 6011-6018. |
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