STA 521L.001

Class Room: 
Old Chem 116
Class time: 
MW 10:05 AM-11:20 AM
Instructor: 
Clyde, Merlise
Description: 
Exploratory data analysis techniques and visualization of data with interactive graphics. Multiple linear regression and model building, predictive distributions, penalized and Bayesian estimation, model selection and model uncertainty including variable transformations, variable selection, and Bayesian model averaging, diagnostics and model checking, robust estimation, hierarchical models. Instructor consent required. Instructor: Clyde or Dunson
Course type: 
Graduate