Multi-Level Monte Carlo

An implementation of MLMC (Multi-Level Monte Carlo), Giles (2008) , Heinrich (1998) , for R. This package builds on the original 'Matlab' and 'C++' implementations by Mike Giles to provide a full MLMC driver and example level samplers. Multi-core parallel sampling of levels is provided built-in.


Reference manual

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install.packages("mlmc")

2.1.1 by Louis Aslett, 2 years ago


https://mlmc.louisaslett.com/, https://github.com/louisaslett/mlmc


Report a bug at https://github.com/louisaslett/mlmc/issues


Browse source code at https://github.com/cran/mlmc


Authors: Louis Aslett [cre, aut, trl] , Mike Giles [ctb] , Tigran Nagapetyan [ctb] , Sebastian Vollmer [ctb]


Documentation:   PDF Manual  


GPL-2 license


Imports ggplot2, grid, parallel, Rcpp

Linking to Rcpp


See at CRAN