- Monte Carlo integration in Python - Dec 24, 2020.
A famous Casino-inspired trick for data science, statistics, and all of science. How to do it in Python?
Monte Carlo, Python, Simulation, Statistics
- Practical Markov Chain Monte Carlo - Jun 26, 2020.
This is a slightly more intricate example of MCMC, compared to many with a fairly simple model, a single predictor (maybe two), and not much else, which highlights a couple of issues and tricks worth noting for a handwritten implementation.
Bayesian, Markov Chains, Monte Carlo, R
- The Forgotten Algorithm - Feb 20, 2020.
This article explores Monte Carlo Simulation with Streamlit.
Monte Carlo, Python, Simulation, Streamlit