Efficient and Fast Sampling from Arbitrary Probability Kernels using Sliced Gibbs Sampler

Prithwish Ghosh, Sujit K Ghosh

An Automated Sliced Gibbs framework is proposed for fully automated Markov chain Monte Carlo sampling from arbitrary finite dimensional probability kernels. The method targets unno…