This course will train students in the basic principles of good empirical work: data quality, replication and interpretability Students will be asked to replicate several major studies on important economic and social problems The goal is to train students to understand what is credible empirical work and separate it from work driven by considerations other than empirical honesty and integrity. Statistical concepts will be introduced as needed but the emphasis is on data and interpretation of data using economic theory.