With the exponential growth of the computational capability in today’s technology, statistics has been provided with an avenue to support researches involving large data sets subjected to pattern and relationships recognition. Researches rendered under the computational statistics cluster involve validation of existing models, proposition of new statistical methods, and data mining. It focuses on the use of statistical computing theories such as approximation, maximization, networking, among others.