STA 251

Topics in Statistical Methods and Models

Topics may include Bayesian analysis, nonparametric and semiparametric regression, sequential analysis, bootstrap, statistical methods in high dimensions, reliability, spatial processes, inference for stochastic process, stochastic methods in finance, empirical processes, change-point problems, asymptotics for parametric, nonparametric and semiparametric models, nonlinear time series, robustness.

Units: 4.0

Hours: Lecture—3 hour(s); Discussion—1 hour(s).