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关于经验分布的最优选择问题 被引量:2
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作者 包文清 《应用概率统计》 CSCD 北大核心 2008年第1期12-20,共9页
本文运用统计决策知识探索了经验分布的最优选择问题.作者借鉴风险函数的思想,在平方损失的意义下引进平均平方距离标准,并推导出该标准下最优新经验分布函数.继而采用另一源于Minimax思想的最大一次距离标准,在连续总体下对五种经验分... 本文运用统计决策知识探索了经验分布的最优选择问题.作者借鉴风险函数的思想,在平方损失的意义下引进平均平方距离标准,并推导出该标准下最优新经验分布函数.继而采用另一源于Minimax思想的最大一次距离标准,在连续总体下对五种经验分布函数加以模拟比较分析,得出新经验分布函数仍一致占优. 展开更多
关键词 次序统计量 经验分布 最大一次距离 平均平方距离
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Scaling Argument of Anisotropic Random Walk
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作者 XUBing-Zhen JINGuo-Jun WANGFei-Feng 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第3期449-454,共6页
In this paper, we analytically discuss the scaling properties of the average square end-to-end distance < R-2 > for anisotropic random walk in D-dimensional space (D >= 2), and the returning probability P-n(r... In this paper, we analytically discuss the scaling properties of the average square end-to-end distance < R-2 > for anisotropic random walk in D-dimensional space (D >= 2), and the returning probability P-n(r(0)) for the walker into a certain neighborhood of the origin. We will not only give the calculating formula for < R-2 > and P-n(r(0)), but also point out that if there is a symmetric axis for the distribution of the probability density of a single step displacement, we always obtain < R-perpendicular to n(2) > similar to n, where perpendicular to refers to the projections of the displacement perpendicular to each symmetric axes of the walk; in D-dimensional space with D symmetric axes perpendicular to each other, we always have < R-n(2)> similar to n and the random walk will be like a purely random motion; if the number of inter-perpendicular symmetric axis is smaller than < R-n(2)> similar to n(2) the dimensions of the space, we must have n for very large n and the walk will be like a ballistic motion. It is worth while to point out that unlike the isotropic random walk in one and two dimensions, which is certain to return into the neighborhood of the origin, generally there is only a nonzero probability for the anisotropic random walker in two dimensions to return to the neighborhood. 展开更多
关键词 SCALING anisotropic random walk average square end-to-end distance returning probability
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