On simulating truncated skewed Cauchy random variables

被引:0
|
作者
Teimouri, Mahdi [1 ]
Nadarajah, Saralees [2 ]
机构
[1] Gonbad Kavous Univ, Dept Stat, Gonbad Kavous, Iran
[2] Univ Manchester, Sch Math, Manchester, Lancs, England
关键词
Cauchy distribution; Simulation; Truncation; STABLE RANDOM-VARIABLES;
D O I
10.1080/03610918.2014.1002617
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Shirvani and Soltani suggested a method for characterizing and simulating one-sided truncated Cauchy random variables. For simulation, that involves solving a nonlinear transformation in each iteration. Here, we propose an alternative method to generate Cauchy random variables. Our method is more general (e.g., incorporates one-sided and two-sided truncations) and does not involve solving any equation. It can be implemented even using a hand calculator.
引用
收藏
页码:1318 / 1321
页数:4
相关论文
共 50 条
  • [21] Truncated stable random variables: characterization and simulation
    Soltani, A. R.
    Shirvani, A.
    COMPUTATIONAL STATISTICS, 2010, 25 (01) : 155 - 161
  • [22] Truncated stable random variables: characterization and simulation
    A. R. Soltani
    A. Shirvani
    Computational Statistics, 2010, 25 : 155 - 161
  • [23] METHOD FOR SIMULATING STABLE RANDOM-VARIABLES
    CHAMBERS, JM
    MALLOWS, CL
    STUCK, BW
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1976, 71 (354) : 340 - 344
  • [24] Characterizations based on measure of inaccuracy for truncated random variables
    Chanchal Kundu
    Asok K. Nanda
    Statistical Papers, 2015, 56 : 619 - 637
  • [25] Characterizations based on measure of inaccuracy for truncated random variables
    Kundu, Chanchal
    Nanda, Asok K.
    STATISTICAL PAPERS, 2015, 56 (03) : 619 - 637
  • [26] On cumulative residual (past) inaccuracy for truncated random variables
    Kundu, Chanchal
    Di Crescenzo, Antonio
    Longobardi, Maria
    METRIKA, 2016, 79 (03) : 335 - 356
  • [27] On weighted measure of inaccuracy for doubly truncated random variables
    Kundu, Chanchal
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 46 (07) : 3135 - 3147
  • [28] On cumulative residual (past) inaccuracy for truncated random variables
    Chanchal Kundu
    Antonio Di Crescenzo
    Maria Longobardi
    Metrika, 2016, 79 : 335 - 356
  • [29] First Order Reliability Method With Truncated Random Variables
    Du, Xiaoping
    Hu, Zhen
    JOURNAL OF MECHANICAL DESIGN, 2012, 134 (09)
  • [30] The variance of a truncated random variable and the riskiness of the underlying variables
    Sercu, P
    INSURANCE MATHEMATICS & ECONOMICS, 1997, 20 (02): : 79 - 95