What Is Principal Components Analysis? What Is Entropy? What Is King's Ecological Inference Model? Did Laplace Invent Bayes Law? What is the Generalized Inverse of a Matrix? How Do We (Political Scientists) Do Hypothesis Testing? Queueing Theory Generalized Linear Models Hierarchical Linear Models Bayesian Inference Dirichlet Process Priors As A Way to Fight Terrorism (Really!).