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Confidence intervals for the scale parameter of exponential distribution based on Type II doubly censored samples
Authors:Xiaoqian Sun  Xian Zhou  Jinglong Wang
Affiliation:1. Department of Mathematical Sciences, Clemson University, Clemson, SC 29634, USA;2. Department of Actuarial Studies, Macquarie University, Sydney, Australia;3. Department of Statistics, East China Normal University, Shanghai 200062, PR China
Abstract:This paper deals with the problem of interval estimation of the scale parameter in the two-parameter exponential distribution subject to Type II double censoring. Base on a Type II doubly censored sample, we construct a class of interval estimators of the scale parameter which are better than the shortest length affine equivariant interval both in coverage probability and in length. The procedure can be repeated to make further improvement. The extension of the method leads to a smoothly improved confidence interval which improves the interval length with probability one. All improved intervals belong to the class of scale equivariant intervals.
Keywords:Primary, 62F25   secondary, 62N02
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