STA 444.001

Class Room: 
Perkins 071
Class time: 
MW 04:40 PM-05:55 PM
Website: 
Instructor: 
Rundel, Colin
Description: 
Introduction to Bayesian modeling for data with spatial and/or time dependence. Exploratory analysis of spatial (point referenced and areal) and time series data. Gaussian processes and generalizations. Extending hierarchical Bayesian linear models and generalized linear models. Spatial models: CAR, SAR, kriging and time series models: ARM, ARMA, dynamic linear models. Computational methods for model fitting and diagnostics. Instructor: Rundel
Course type: 
Undergraduate