A continuation of 36-625 emphasizing statisticals models and methods. Topics include regression, multivariate models, causal inference, directed graphs, undirected graphs, curve estimation, classification, simulation. Students studying Computer Science should carefully consider taking this course instead of 36-226 after consultation with their advisor.