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An estimator for the scale parameter of the two parameter weibull distribution for type i singly right-censored data
Authors:Mete Sirvanci
Institution:University of Wisconsin-Whitewater , Whitewater, WI, 53190
Abstract:For type I censoring, in addition to the failure times, the number failures is also observed as part of the data. Using this feature of type I singly right-censored data a simple estimator is obtained for the scale parameter of the two parameter Weibull distribution. The exact mean and variance of the estimator are derived and computed for finite sample sizes. Its limiting properties such as asymptotic normality and asymptotic relative efficiency are obtained. The estimator has high efficiency for moderate and heavy censoring. Its use is illustrated by means of an example.
Keywords:type I censoring  weibull distribution  estimation  reliability  relative efficiency
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