On the mixing properties of some preconditioned multiproposal Markov Chain Monte Carlo algorithms

Giulia Carigi, Nathan E. Glatt-Holtz, Cecilia F. Mondaini +1

We study two recently discovered "dimension-free" Monte Carlo sampling algorithms, the multiproposal and multiple-try preconditioned Crank-Nicolson methods (mpCN and MTpCN). These…