This class builds on Data Analysis for Public Policy and covers advanced topics commonly used in very diverse areas of policy analysis, specifically data reduction techniques (factor analysis) and non-linear models (logistic regression). The course also includes minor sections on data manipulation, formatting of raw data (flat, text files); databases; and proprietary data formats.