1. A method, comprising: gathering data regarding a plurality of completed wellbores; gathering data regarding an uncompleted wellbore; utilizing the gathered data regarding the plurality of completed wellbores in the field to define a plurality of predictive models, each of the plurality of predictive models providing an estimate of wellbore production based on the gathered data regarding the plurality of completed wellbores; identifying a best predictive model from the plurality of predictive models; applying the gathered data regarding the uncompleted wellbore and a plurality of available wellbore completion parameters to the best predictive model to identify a set of wellbore completion parameters from the plurality of available wellbore completion parameters that optimizes estimated wellbore production based on the best predictive model; and completing the uncompleted wellbore based on the set of wellbore completion parameters identified using the best predictive model.