IEE 475: Simulating Stochastic Systems
By Theodore P. Pavlic
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Episodes: 25
Description
Archived lectures from undergraduate course on stochastic simulation given at Arizona State University by Ted Pavlic
| Episode | Date |
|---|---|
|
Lecture M (2025-12-02): Final Exam Review
|
Dec 02, 2025 |
|
Lecture K2 (2025-11-25): Variance Reduction Techniques, Part 2 (Antithetic Variates and Importance Sampling)
|
Nov 25, 2025 |
|
Lecture K1 (2025-11-20): Variance Reduction Techniques, Part 1 (CRNs and Control Variates)
|
Nov 21, 2025 |
|
Lecture J4 (2025-11-19): Estimation of Relative Performance
|
Nov 19, 2025 |
|
Lecture J3 (2025-11-13): Estimation of Absolute Performance, Part III (Non-Terminating Systems/Steady-State Simulations)
|
Nov 13, 2025 |
|
Lecture J2 (2025-11-06): Estimation of Absolute Performance, Part II (Terminating Systems/Transient Simulations)
|
Nov 07, 2025 |
|
Lecture J1 (2025-11-04): Estimation of Absolute Performance, Part I (Introduction to Point and Interval Estimation)
|
Nov 04, 2025 |
|
Lecture I (2025-10-30): Statistical Reflections
|
Oct 30, 2025 |
|
Lecture H (2025-10-28): Verification, Validation, and Calibration of Simulation Models
|
Oct 29, 2025 |
|
Lecture G3 (2025-10-23) Input Modeling, Part 3 (Parameter Estimation and Goodness of Fit)
|
Oct 23, 2025 |
|
IEE 475: Lecture G2 (2025-10-21): Input Modeling, Part 2 (Selection of Model Structure)
|
Oct 22, 2025 |
|
Lecture G1 (2025-10-16): Input Modeling, Part 1 (Data Collection)
|
Oct 16, 2025 |
|
Lecture F (2025-10-02): Midterm Review for IEE 475 (Simulating Stochastic Systems)
|
Oct 03, 2025 |
|
Lecture E2 (2025-09-30): Random-Variate Generation
|
Oct 01, 2025 |
|
Lecture E1 (2025-09-25): Random-Number Generation
|
Sep 25, 2025 |
|
Lecture D2 (2025-09-23): Probabilistic Models
|
Sep 23, 2025 |
|
Lecture D1 (2025-09-18): Probability and Random Variables
|
Sep 18, 2025 |
|
Lecture C2 (2025-09-16): Beyond DES Simulation – SDM, ABM, and NetLogo (and pre-lab discussion for Lab 4 and post-lab discussion for Lab 3)
|
Sep 16, 2025 |
|
Lecture C1 (2025-09-11): Basic Simulation Tools and Techniques
|
Sep 11, 2025 |
|
Lecture B3 (2025-09-09): DES Examples, Part II (and post-lab discussion for Lab 2)
|
Sep 09, 2025 |
|
Lecture B2 (2025-09-04): DES Examples, Part I
|
Sep 04, 2025 |
|
Lecture B1 (2025-09-02): Fundamental Concepts of Discrete-Event Simulation
|
Sep 02, 2025 |
|
Lecture A2 (2025-08-28): Introduction to Simulation Modeling
|
Aug 28, 2025 |
|
Lecture A1 (2025-08-26): Introduction to Modeling
|
Aug 26, 2025 |
|
Lecture 0 (2025-08-21): Course Introduction
|
Aug 21, 2025 |