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This document discusses methods for selecting the best fitting probability distribution from among the Weibull, lognormal, and gamma distributions based on sample data. It considers using selection statistics that are invariant under scale transformations for both complete and censored sample data. For censored data, both scale invariant and maximum likelihood selection procedures are studied. The document provides background on the distributions and selection statistics, and describes developing computer a

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