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MC Stan for Bayesian inference. Mc stan is a probabilistic programming language used for Bayesian inference. It is named after Stanislaw Ulam, a mathematician who made significant contributions to many areas of mathematics, including Monte Carlo methods, which are used in Bayesian inference. Stan provides a high-level language for specifying statistical models and a suite of algorithms for performing Bayesian inference, including Markov chain Monte Carlo (MCMC) and variational inference (VI). It can be used to fit a wide range of models, from simple linear regression to complex hierarchical models with multiple levels of nesting. MC Stan is the name of the software package that implements the Stan language. It is a powerful and flexible tool for Bayesian inference and has been used in many fields, including epidemiology, finance, and ecology. MC Stan is open source and freely available for use and modification. MC Stan is also the stage name of a Filipino rapper, whose real name is Gia...