title: Strategies for improving the efficiency of quantum Monte Carlo calculations.
abstract: We describe a number of strategies for minimizing and calculating accurately the statistical uncertainty in quantum Monte Carlo calculations. We investigate the impact of the sampling algorithm on the efficiency of the variational Monte Carlo method. We then propose a technique to maximize the efficiency of the linear extrapolation of diffusion Monte Carlo results to zero time step, finding that a relative time-step ratio of 1:4 is optimal. Finally, we discuss the removal of serial correlation from data sets by reblocking, setting out criteria for the choice of block length and quantifying the effects of the uncertainty in the estimated correlation length.
authors.affiliation: Theory of Condensed Matter Group, Department of Physics, Cavendish Laboratory, 19 J J Thomson Avenue, Cambridge CB3 0HE, United Kingdom.
authors.forename: R M
authors.initials: RM
authors.lastname: Lee
authors.forename: G J
authors.initials: GJ
authors.lastname: Conduit
authors.forename: N
authors.initials: N
authors.lastname: Nemec
authors.forename: P
authors.initials: P
authors.lastname: López Ríos
authors.forename: N D
authors.initials: ND
authors.lastname: Drummond