Accelerated sequential estimation of the mean

Accelerated sequential estimation of the mean

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Article ID: iaor2004868
Country: United States
Volume: 22
Issue: 1/2
Start Page Number: 99
End Page Number: 113
Publication Date: Jan 2002
Journal: American Journal of Mathematical and Management Sciences
Authors:
Abstract:

Accelerated sequential fixed width interval procedure for estimating the mean of an arbitrary distribution is considered. This procedure is an adaptation of Hall's procedure for fixed-width interval estimation of the mean of a normal population with unknown variance. First order asymptotics for the efficiency and the consistency of the sequential procedure are obtained. Second order asymptotic expansion for the expected stopping time is derived. The second order asymptotic results are illustrated by applying them to the sequential estimation of the mean of certain well-known distributions. Certain technical lemmas are given in the appendix.

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