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Involutive MCMC for bayesian polynomial regression

This repository contains an example for Involutive MCMC: Sampling over the polynomial degree in bayesian polynomial regression is done using a reversible jump move.

Files

There are two files:

  • main.jl contains the implementation
  • demo.jl uses the code in main.jl, generates data, makes plots...