Theodore P. Pavlic
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IEE 475: Simulating Stochastic Systems
Archived lectures from undergraduate course on stochastic simulation given at Arizona State University by Ted Pavlic
10 posts · theirs
Lately
Lecture M (2025-12-02): Final Exam Review
Lecture K2 (2025-11-25): Variance Reduction Techniques, Part 2 (Antithetic Variates and Importance Sampling)
Lecture K1 (2025-11-20): Variance Reduction Techniques, Part 1 (CRNs and Control Variates)
Lecture J4 (2025-11-19): Estimation of Relative Performance
Lecture J3 (2025-11-13): Estimation of Absolute Performance, Part III (Non-Terminating Systems/Steady-State Simulations)
Lecture J2 (2025-11-06): Estimation of Absolute Performance, Part II (Terminating Systems/Transient Simulations)
Lecture J1 (2025-11-04): Estimation of Absolute Performance, Part I (Introduction to Point and Interval Estimation)
Lecture I (2025-10-30): Statistical Reflections
Lecture H (2025-10-28): Verification, Validation, and Calibration of Simulation Models
Lecture G3 (2025-10-23) Input Modeling, Part 3 (Parameter Estimation and Goodness of Fit)
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