Modeling of truncated probability distributions

被引:6
|
作者
Tokmachev, M. S. [1 ]
机构
[1] Novgorod State Univ, Ul B St Petersburgskaya 41, Veliky Novgorod 173003, Russia
来源
INTERNATIONAL SCIENTIFIC AND PRACTICAL CONFERENCE ON INNOVATIONS IN ENGINEERING AND TECHNOLOGY | 2018年 / 441卷
关键词
D O I
10.1088/1757-899X/441/1/012056
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A method for modeling truncated probability distributions based on the transformation of some basic distribution is developed. One of the parameters of the simulated distributions is a quantile of arbitrary order. The cases of the initial multiplication of the basic density function by linear and quadratic factors are considered. In the case of the basic normal law with linear multipliers, expressions for the density and the first moments are generally presented. Using different base distributions and varying parameters leads to a wide class of new distributions. The results of the work can be useful in the processing of statistics with a non-standard structure.
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页数:9
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