Hessian corrections to the Metropolis Adjusted Langevin Algorithm

preprint2015arXivOpen access

Abstract

A natural method for the introduction of second-order derivatives of the log likelihood into MCMC algorithms is introduced, based on Taylor expansion of the Langevin equation followed by exact solution of the truncated system.

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