Classification and regression tree methods are non-parametric analysis techniques for partitioning populations into meaningful subgroups. When the response variable is categorical, the technique is referred to as Classification Tree Analysis. When the response variable is continuous, the method is referred to as Regression Tree Analysis. The purpose of this workshop is to introduce researchers to the concepts of tree-based modeling techniques, including the interpretation of results and software implementation.