Markov Chain Monte Carlo Without All the Bullshit (2015)

The article explains the Markov Chain Monte Carlo (MCMC) method, a powerful tool for sampling complex probability distributions, in a straightforward and accessible manner. It demystifies the underlying concepts and provides an intuitive understanding of how MCMC works, making it more approachable for readers without a strong mathematical background.