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A Method for Simulating Stable Random Variables

 

作者: J.M. Chambers,   C.L. Mallows,   B.W. Stuck,  

 

期刊: Journal of the American Statistical Association  (Taylor Available online 1976)
卷期: Volume 71, issue 354  

页码: 340-344

 

ISSN:0162-1459

 

年代: 1976

 

DOI:10.1080/01621459.1976.10480344

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

A new algorithm is presented for simulating stable random variables on a digital computer for arbitrary characteristic exponent α(0 < α ≤ 2) and skewness parameter β(-1 ≤ β ≤ 1). The algorithm involves a nonlinear transformation of two independent uniform random variables into one stable random variable. This stable random variable is a continuous function of each of the uniform random variables, and of α and a modified skewness parameter β' throughout their respective permissible ranges.

 

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