单位球均匀分布的拟合优度检验

    Goodness-of-fit Analysis for Uniformity in a Unit Sphere

    • 摘要: 为了做单位球均匀分布的拟合优度检验,提出了单位球均匀分布拟合优度检验统计量X2,证明了单位球均匀分布的充要条件表示定理,得到了X2的渐近卡方分布.证明了拟合优度检验的相合性,对X2经验分布函数的收敛速度及检验功效进行了随机模拟.模拟结果表明,样本容量n≥10时,高维数据单位球均匀分布检验具有有效性.

       

      Abstract: In order to test the uniformity in a unit sphere the χ2 test statistic for uniformity in a unit sphere is suggested. The sufficient and necessary conditio the asymptotic Chi squared distribution of the χ2 empirical distribution function and the test power for the uniform distribution in a unit sphere is proved, and is obtained. The simulation of the convergence rate of the is made. The simulation results show that the multivariate goodness-of-fit tests for sample size n≥10 is effective.

       

    /

    返回文章
    返回