Coverage of advanced statistical techniques useful in the social sciences and beyond. Specific areas of focus include semi-parametric regression, categorical data modeling, resampling and permutation techniques, monte carlo simulation, time-to-event analysis, and structural equations modeling. Psychology 384S and 394T (Topic: Advanced Applied Statistics II) may not both be counted. Three lecture hours a week for one semester.