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On the efficiency of a testimator for the weibull shape parameter
Authors:Nimai Kumar Chandra  Arijit Chaudhuri
Institution:1. Kalyani University , Kalyani, Nadia, India;2. Virginia Polytechnic Institute and State University , Blacksburg, Virginia, 24061, USA
Abstract:In estimating the shape parameter of a two-parameter Weibull distribution from a failure-censored sample, a recently popular procedure is to employ a testimator which is a shrinkage estimator based on a preliminary hypothesis test for a guessed value of the parameter. Such an adaptive testimator is a linear compound of the guessed value and a statistic. A new compounding coefficient is numerically shown to yield higher efficiency in many situations compared to some of the existing ones.
Keywords:efficiency  shape parameter  testimator  weibull distribution
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