Asymptotic expansions in anscombe's theorem for repeated significance tests and estimation after sequential testing

Citation
Takahashi, Hajime, Asymptotic expansions in anscombe's theorem for repeated significance tests and estimation after sequential testing, Annals of statistics , 15(1), 1987, pp. 278-295
Journal title
ISSN journal
00905364
Volume
15
Issue
1
Year of publication
1987
Pages
278 - 295
Database
ACNP
SICI code
Abstract
Let x1,x2,⋯ be independent and normally distributed with unknown mean θ and variance 1. Let τ=inf{n≥1:|sn|≥√2a(n+c)}. Then a repeated significance test for a normal mean rejects the hypothesis θ=0 if and only if τ≤N0 for some positive integer N0. The problem we consider is estimation of θ based on the data x1,⋯,xT,T=min{τ,N0}. We shall solve this problem by obtaining the asymptotic expansion of the distribution of (sτ−τθ)/√τ as a→∞, and then constructing the confidence intervals for θ.