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空间混合自回归模型的局部影响分析
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作者 李凯 白鹏 《云南民族大学学报(自然科学版)》 CAS 2013年第3期204-208,共5页
基于一阶导数方法,对空间混合自回归模型进行局部影响分析.当模型中误差向量的均值发生扰动时,依据极大似然方法对模型中自回归系数ρ和方差σ2分别构造了检测强影响点或异常点的最大影响方向dmax,ρ和dmax,σ2.数据模拟研究表明,基于dm... 基于一阶导数方法,对空间混合自回归模型进行局部影响分析.当模型中误差向量的均值发生扰动时,依据极大似然方法对模型中自回归系数ρ和方差σ2分别构造了检测强影响点或异常点的最大影响方向dmax,ρ和dmax,σ2.数据模拟研究表明,基于dmax,σ2的检测效果明显优于dmax,ρ的效果.同时,对一个实际数据的分析,说明所得结果在实际研究中也是有用的. 展开更多
关键词 空间混合自回归模型 均值扰动 一阶导数方法 强影响点 异常点
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Dynamics of a stochastic predator-prey model with mutual interference
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作者 Kai Wang Yanling Zhu 《International Journal of Biomathematics》 2014年第3期51-72,共22页
In this paper, a stochastic predator-prey (PP) model with mutual interference is considered. Some sufficient conditions for the existence of globally positive solution, non- persistence in the mean, weak persistence... In this paper, a stochastic predator-prey (PP) model with mutual interference is considered. Some sufficient conditions for the existence of globally positive solution, non- persistence in the mean, weak persistence in the mean, strong persistence in the mean and almost surely extinction of the the model are established. Moreover, the thresh- old between weak persistence in the mean and almost surely extinction of the prey is obtained. Some examples are given to show the feasibility of the results by numeri- cal simulation. It is significant that such a model is firstly proposed with stochastic perturbation. 展开更多
关键词 Stochastic predator-prey model Brownian motion pathwise estimation PERSISTENCE extinction.
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