Course Descriptions

16:954:567 Statistical Models and Computing (3)

Advanced statistical models and computing methods essential for applications in data science. Course covers inference of multivariate normal distribution and multivariate regression, nonparametric regression, bootstrap and EM, Bayesian analysis and MCMC method.