MCMC

Metropolis Algorithm applied to a normal distribution assuming unknown mean and variance

In 1953 Nicholas Metropolis and other researches published the classic paper Equation of State Calculations by Fast Computing Machines with the bases for the approach that would be later known as the Metropolis Algorithm.