Exact nonparametric meta-analysis for multiple independent doubly Type-II censored samples
AbstractNonparametric inferential methods are discussed for the situation of multiple independent doubly Type-II censored samples. The basic distribution theory for the pooled sample is given assuming that the underlying distribution is continuous and it is demonstrated how the weights in the mixture representations of the pooled order statistics as a mixture of the usual order statistics can be obtained. This is used to construct nonparametric prediction intervals, tolerance intervals for a future sample, and confidence intervals for a population quantile. A small simulation study compares the exact coverage probabilities for population quantiles, to those obtained where the mixture weights are generated by simulation.
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Bibliographic InfoArticle provided by Elsevier in its journal Computational Statistics & Data Analysis.
Volume (Year): 56 (2012)
Issue (Month): 5 ()
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Web page: http://www.elsevier.com/locate/csda
Doubly Type-II censored sample; Nonparametric confidence intervals; Nonparametric prediction intervals; Nonparametric tolerance intervals; Mixtures; Pooled sample; Meta-analysis;
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- Singh, Umesh & Gupta, Pramod K. & Upadhyay, S. K., 2005. "Estimation of parameters for exponentiated-Weibull family under type-II censoring scheme," Computational Statistics & Data Analysis, Elsevier, vol. 48(3), pages 509-523, March.
- N. Balakrishnan & E. Beutner & E. Cramer, 2010. "Exact two-sample nonparametric confidence, prediction, and tolerance intervals based on ordinary and progressively type-II right censored data," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 19(1), pages 68-91, May.
- Wu, Shu-Fei, 2008. "Interval estimation for a Pareto distribution based on a doubly type II censored sample," Computational Statistics & Data Analysis, Elsevier, vol. 52(7), pages 3779-3788, March.
- William Volterman & N. Balakrishnan, 2013. "Efficient iterative computation of mixture weights for pooled order statistics for meta-analysis of multiple type-II right censored data," Computational Statistics, Springer, vol. 28(5), pages 2231-2239, October.
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