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This paper provides a simple bias correction method for the maximum likelihood estimates in the 2-parameter Weibull distribution. The unbiased estimates of the shape and scale parameters as well as the percentile points can be obtained by using a simple formula.
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Hideo Hirose (1999) studied this question.
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