Research reports:

• honors-thesis.pdf, original honors thesis.
• https://arxiv.org/pdf/2505.03980v1, May 6th, 2025 preprint on the arXiv website.

Python source files:

• gbm.py, for geometric Brownian motion.
• mle.py, for maximum likelihood estimation.
• nn.py, for neural network Estimation.
• ouprocess.py, for the Ornstein-Uhlenbeck process.