a tutorial on Markov Chain Monte Carlo (MCMC) - SlideServe

What Is Monte Carlo Simulation? | IBM

Monte Carlo Simulation: What It Is, How It Works, History, 4 Key Steps

This 1-hour MIT lecture on Markov Chains will teach you more about the real math you can actually use on Polymarket than most quant content you’ve seen this year.Professor John Tsitsiklis breaks down the core foundations: Markov processes, n-step transition probabilities, transition matrices, and state classification.This mathematics lets you treat Polymarket prices as states in a chain, run Monte Carlo simulations to calculate true outcome probabilities, spot mispricings, and build a real edge.