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One method to raise the estimation precision of priori distribution using information distribution

机译:一种利用信息分布提高先验分布估计精度的方法

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摘要

Owing to factors such as test conditions and costs, the problem of small sample universally exists in the certification trial of missile weapon system. When using traditional frequency histogram law to estimate the priori distribution, the results are very sensitive to region step and inaccurate. To deal with the problem, the paper proposed one method of information distribution based soft histogram, which has proved to be more closer to the true distribution via simulation.
机译:由于试验条件和费用等因素,导弹武器系统的认证试验普遍存在小样本问题。当使用传统的频率直方图定律估计先验分布时,结果对区域步长非常敏感且不准确。针对这一问题,本文提出了一种基于信息分布的软直方图方法,通过仿真证明该方法更接近真实分布。

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