STAT 321 - Probability Through Simulation

Units: 3
Introductory probability using simulation methods. Estimation of probabilities applying the Law of Large Numbers using repeated sampling. Accuracy of probabilities applying the Central Limit Theorem using repeated sampling. Simulating conditional probabilities using conditional programming techniques. Bootstrapping, Randomization Testing, Bayesian Modeling.

Prerequisites: CS 100.
Possible Instructional Methods: Entirely On-ground.
Grading: A-F or CR/NC (student choice).