Lecture Notes

Lecture Videos

Midterm Review Final Review

Introduction

• Python Lecture0

Topic 1: Probability (Updated Jan 12)

• Python Lecture1_5 (Updated Jn 19)

Topic 2: Discrete-time Discrete-state processes (Updated Feb 2)

• Python Lecture2_1
• Python Lecture 2_2
• Python Lecture 2_3
• Python Lecture 2_4
• Python Lecture 2_5

Topic 3: Poisson Processes (Updated Feb 5)

• Python Lecture 3_2

Topic 4: The Coalescent Process (Updated Feb 12)

• The Coalescent as a Modified Poisson Process
• Python Lecture 4_5

Topic 5: Continuous-Time Discrete-Space Stochastic Processes (Updated March 19)

• Python Lecture 5_1
• Python Lecture 5_2
• Python Lecture 5_3
• Python Lecture 5_5
• Python Lecture 5_6
• Python Lecture 5_8

Topic 6: Indvidual and Agent-Based Simulation

• Python Lecture 6_2

Topic 7: Inference (Updated March 27)

• Python Lecture 7_2