Bayesian Algorithms Unveiled

MCMC stands out as a cornerstone for running Bayesian models, tracing its roots back to World War II. With the rise of personal computing, newer, more efficient algorithms like Hamiltonian Monte Carlo have revolutionized the field, enabling complex models that were once impractical. The increasing popularity of Bayesian statistics is largely due to these advancements, making powerful statistical analysis more accessible than ever.