Shaking the trees: Abilities and Capabilities of Regression and Decision Trees for Political Science
When committing to quantitative political science, a researcher has a wealth of methods to choose from.In this paper we compare the established method of analyzing roll call data using W-NOMINATE scores to a data-driven supervised machine learning method: Regression vest and Decision Trees (RDTs).To do this, we defined two scenarios, one pertaining