School of Data Intelligence and Technology
Graduate

Term: Spring 2026
Session: Full Term (Jan 20 - May 08)
Start Date: Tuesday, Jan 20, 2026
End Date: Friday, May 08, 2026
Availability: Online
Day(s):
Time: to

Modeling and Simulation covers a range of modeling techniques beyond what is covered in a regression or machine-learning course. This will include Optimization Statistical Modeling in Robust Linear Regression and Categorical Data Analysis. The course will also cover Simulation Techniques related to Statistical Estimation and Modeling. Examples include Monte Carlo techniques Bootstrapping and the EM algorithm. Students will use the R programming language to write their own code to carry out the above procedures.Prerequisites:STAT 6050 or Concurrent