DSAN 5100, Section 01 (Tuesdays)
This page collects slides and relevant links for students in Dr. Purna’s Tuesday section (Section 01) of DSAN 5100: Probabilistic Modeling and Statistical Computing, Fall 2025 at Georgetown University.
Sections take place in Car Barn 204 on Tuesdays from 3:30pm to 6:00pm.
This page is not a replacement for the Main Course Page or the sections’s Canvas Page!
Use the menu on the left, or the table below, to view resources for a specific week.
| Title | Date |
|---|---|
| Week 1: Introduction to the Course | Friday, August 29, 2025 |
| Week 2A: Introduction to Probabilistic Modeling | Monday, September 1, 2025 |
| Week 2B: Random Variables | Tuesday, September 2, 2025 |
| Week 3: Discrete Distributions | Tuesday, September 9, 2025 |
| Week 4: Continuous Distributions | Tuesday, September 16, 2025 |
| Week 5A: Moments and Covariance | Monday, September 22, 2025 |
| Week 5B: Joint, Marginal, and Conditional Distributions | Tuesday, September 23, 2025 |
| Week 6: Multivariate Distributions | Tuesday, September 30, 2025 |
| Week 7: Markov Models | Tuesday, October 14, 2025 |
| Week 8: Statistical Inference | Tuesday, October 21, 2025 |
| Week 9: Parameter Estimation | Tuesday, October 28, 2025 |
| Week 10: Method of Moments and Bootstrap | Tuesday, November 4, 2025 |
| Week 11: Hypothesis Testing | Tuesday, November 11, 2025 |
| Week 12: Non-Parametric Statistics | Tuesday, November 18, 2025 |
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