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A Probability Distribution and its Uses in Fitting Data

 

作者: JohnS. Ramberg,   EdwardJ. Dudewicz,   PanduR. Tadikamalla,   EdwardF. Mykytka,  

 

期刊: Technometrics  （Taylor Available online 1979）
卷期: Volume 21, issue 2  

页码: 201-214

 

ISSN:0040-1706

 

年代: 1979

 

DOI:10.1080/00401706.1979.10489750

 

出版商: Taylor & Francis Group

 

关键词: Data fitting;Probability distribution;Systems of probability distributions;Moments;Random variate generation;Monte Carlo;Simulatio

 

数据来源: Taylor

 

摘要:

A four-parameter probability distribution, which includes a wide variety of curve shapes, is presented. Because of the flexibility, generality, and simplicity of the distribution, it is useful in the representation of data when the underlying model is unknown. A table based on the first four moments, which simplifies parameter estimation, is given. Further important applications of the distribution include the modeling and subsequent generation of random variates for simulation studies and Monte Carlo sampling studies of the robustness of statistical procedures.

 

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