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THE CONVERGENCE RATE OF SEQUENTIAL FIXED‐WIDTH CONFIDENCE INTERVALS FOR REGULAR FUNCTIONALS

 

作者: M. Aerts,   H. Callaert,  

 

期刊: Australian Journal of Statistics  (WILEY Available online 1986)
卷期: Volume 28, issue 1  

页码: 97-106

 

ISSN:0004-9581

 

年代: 1986

 

DOI:10.1111/j.1467-842X.1986.tb00587.x

 

出版商: Blackwell Publishing Ltd

 

关键词: Confidence interval;regular functional;U‐statistic;stopping times;sequential procedure

 

数据来源: WILEY

 

摘要:

SummaryLetX1X2,.be i.i.d. random variables and let Un= (n r)‐1S̀(n,r)h (Xi1,.,Xir,) be aU‐statistic withEUn= v,vunknown. Assume that g(X1) =E[h(X1,.,Xr) ‐v|X1]has a strictly positive variance s̀2. Further, let a be such that φ(a) ‐ φ(‐a) =α for fixed α, 0<α0, and a confidence interval forvof length 2d,of the formIn,d= [Un,‐d, Un+ d].We assume that VarUnis unknown, and hence, no fixed sample size method is available for finding a confidence interval forvof prescribed width 2d and prescribed coverage probability α Turning to a sequential procedure, letIN(d),dbe a sequence of sequential confidence intervals forv.The asymptotic consistency of this procedure, i.e. limd → 0P(v ∈ IN(d),d)=α follows from Sproule (1969). In this paper, the rate at which |P(v ∈ IN(d),d)converges to α is investigated. We obtain that |P(v ∈ IN(d),d)‐ α| = 0 (d1/2‐(1+k)/2(1+m)), d → 0, where K = max {0,4 ‐ m}, under the condition thatE|h(X1, Xr)|m2. This improves and extends recent results o

 

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