BIOS 8361: Advanced Probability and Stochastic Processes
Graduate course, Vanderbilt University Medical Center, Department of Biostatistics, 2025
Fall 2025
This course (formerly BIOS 7361) is the first in a two-course series on advanced probability and statistical inference. Topics include but not limited to
- Characteristic functions
- Modes of convergence
- Limit theorems
- Martingales
- Markov chains
- Branching processes
- Random networks