This document describes constructing a new probability density function (PDF) from the three-parameter Weibull distribution using an entropy transformation. The new PDF is derived and its properties are examined, including integrating to 1 and deriving the cumulative distribution function. Moment estimators are also derived for the new distribution to allow parameter estimation using the method of moments.