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Invariance principles for jackknifing U-statistics for finite population sampling and some applications
Authors:Hiranamy Majumdar  Pranab Kumar Sen
Affiliation:University of North Carolina , Chapel Hill
Abstract:For simple random sampling (without replacement) from a finite population, suitable stochastic processes are constructed from the entire sequence of jackknife estimators based on smooth functions of U-statistics and these are approximated (in distributions) by some Brownian bridge processes. Strong convergence of the Tukey estimator of the variance of a jackknife U-statistic has been interpreted suitably and established. Some applications of these results in sequential analysis relating to finite population sampling are also considered.
Keywords:[Bgrave]rownian bridge  optimal allocation  random sampling without replacement  repeated significance tests  sequential confidence regions  strong convergence  Tukey estimator
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