An implementation of Multi-level Monte Carlo for R. This package builds on the original GPL-2 Matlab and C++ implementations by Mike Giles (see http://people.maths.ox.ac.uk/~gilesm/mlmc/) to provide a full MLMC driver and example level samplers. Multi-core parallel sampling of levels is provided built-in.
Please feel free to:
You can install the latest release directly from CRAN.
install.packages("mlmc")
Installing directly from GitHub is not supported by the
install.packages
command. You could use the
devtools package
to install the development version if desired.
install.packages("devtools")
library("devtools")
install_github("louisaslett/mlmc")
Under releases, the tree/commit from which CRAN releases were made are recorded, so historic source can be downloaded from there.
Louis Aslett is supported by the i-like programme grant (EPSRC grant reference number EP/K014463/1 http://www.i-like.org.uk). Tigran Nagapetyan and Sebastian Vollmer are supported by EPSRC Grant EP/N000188/1.
If you use this software, please cite:
Aslett, L. J. M., Giles, M. B., Nagapetyan, T. and Vollmer, S. J. (2016), mlmc: Tools for Multilevel Monte Carlo. R package.
Thank-you.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.