PREDICTIVE MODELING

STA 521L

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

Day / Time: 

MW 10:05 AM-11:20 AM

Location: 

Old Chem 116

Instructor: 

Clyde, Merlise

Section: 

001

Course Homepage Link: 

http://stat.duke.edu/courses/Spring17/sta521