Lecture Videos for Fall 2024 In Chronological Order:
(lectures will be linked as they become available)
- Lecture 0 (2024-08-22): Introduction to the Course and Its Policies
- Lecture A1 (2024-08-27): Introduction to Modeling
- Lecture A2 (2024-08-29): Introduction to Simulation Modeling
- Lecture B1 (2024-09-03): Fundamental Concepts of Discrete-Event Simulation
- Lecture B2 (2024-09-05): DES Examples, Part I
- Lecture B3 (2024-09-10): DES Examples, Part II
- Lecture C1 (2024-09-12): Basic Simulation Tools and Techniques
- Lecture C2 (2024-09-17): Beyond DES Simulation – SDM, ABM, and NetLogo
- Lecture D1 (2024-09-19): Probability and Random Variables
- Lecture D2 (2024-09-24): Probabilistic Models
- Lecture E1 (2024-09-26): Random-Number Generation
- Lecture E2 (2024-10-01): Random-Variate Generation
- Lecture F (2024-10-03): Midterm Review
- Lecture G1 (2024-10-17): Input Modeling, Part 1 (Data Collection)
- Lecture G2 (2024-10-22): Input Modeling, Part 2 (Selection of Model Structure)
- Lecture G3 (2024-10-24): Input Modeling, Part 3 (Parameter Estimation and Goodness of Fit)
- Lecture H (2024-10-29): Verification, Validation, and Calibration of Simulation Models
- Lecture I (2024-10-31): Statistical Reflections
- Lecture J1 (2024-11-05): Estimation of Absolute Performance, Part I (Introduction to Point and Interval Estimation)
- Lecture J2 (2024-11-07): Estimation of Absolute Performance, Part II (Terminating Systems/Transient Simulations)
- Lecture J3 (2024-11-12): Estimation of Absolute Performance, Part III (Non-Terminating Systems/Steady-State Simulations)
- Lecture J4 (2024-11-14): Estimation of Relative Performance
- Lecture K1 (2024-11-19): Variance Reduction Techniques, Part I (CRNs and Control Variates)
- Lecture K2 (2024-11-21): Variance Reduction Techniques, Part II (AVs and Importance Sampling)
- Lecture L (2024-11-26): Course Wrap-Up
- Lecture M (2024-12-03): Final Exam Review
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