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LAD PARAMETER ESTIMATION of SaS BASED on SAMPLE CHARACTERISTIC FUNCTION

LAD PARAMETER ESTIMATION of SaS BASED on SAMPLE CHARACTERISTIC FUNCTION
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摘要 Parameter estimation to alpha stable distribution is difficult for without a explicit probability density function. On the base of sample characteristic function,an iterative LAD parameter estimation algorithm for SaS is discussed. The example illustrates that the algorithm is feasible and efficient. Parameter estimation to alpha stable distribution is difficult for without a explicit probability density function. On the base of sample characteristic function,an iterative LAD parameter estimation algorithm for SaS is discussed. The example illustrates that the algorithm is feasible and efficient.
作者 陈高波
出处 《科技信息》 2010年第25期I0028-I0028,I0027,共2页 Science & Technology Information
基金 Supported by Hubei Educational Committee grant Q20091809 Wuhan Polytechnic University grant 2009Y21
关键词 概率 密度函数 计算方法 迭代参数 Parameter Estimation Sample characteristic function Least absolute deviation
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参考文献4

  • 1Qiu Tianshuang. Statistics Signal Process {Nongaussian Signal Process and Its Application.Beijing: Electronics Industry Press, 2004.
  • 2Koutrouvelis.Regression-type Estimation of The Parameters of Stable Laws, Journal of the American Statistical Association, 1980(75):919-925.
  • 3Chen Xiru. Least Absolute Deviation Linear Regress, Application of Statisics and Management, 1989(5):48-55.
  • 4John P. Nolan. Stable distributions models for Heavy Tailed Data.http:// aeademic2.American.edu/jpnolan/,2004:2-10.

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