MSDS 628

Computational Statistics

This course covers advanced statistical and computational techniques for estimation, imputation, simulation, and hypothesis testing. Topics include numerical integration, multivariate analysis, Bayesian inference, Markov Chain Monte Carlo, the E-M algorithm, graphical models, and multiple testing.

Prerequisite: (MSAN 621 or MSDS 621) and (MSAN 604 or MSDS 604) and (MSAN 601 or MSDS 601)

Restriction: Level Restricted to Graduate; Field of study restricted to Data Science Major
Course Teachers