对称分布之分布函数估计量的自助法
THE BOOTSTRAP OF ESTIMATORS OF SYMMETRIC DISTRIBUTION FUNCTIONS
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摘要: 本文考虑与对称分布有关的经验过程的自助(Bootstrap)问题.证明了对称分布之分布函数的自助估计的相合性.同时还讨论了用自助法构造对称分布函数的置信界的方法.Abstract: This paper considers the problems of bootstrapping processes associated with symmetric distribution. It is shown that the bootstrap estimators of symmetric distribution functions are asymptotically consistent a.s.. The bootstrap confidence bounds for symmetric distribution functions are also studied.