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ramcmc (version 0.1.2)

Robust Adaptive Metropolis Algorithm

Description

Function for adapting the shape of the random walk Metropolis proposal as specified by robust adaptive Metropolis algorithm by Vihola (2012) . The package also includes fast functions for rank-one Cholesky update and downdate. These functions can be used directly from R or the corresponding C++ header files can be easily linked to other R packages.

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Version

Install

install.packages('ramcmc')

Monthly Downloads

2,553

Version

0.1.2

License

GPL (>= 2)

Maintainer

Jouni Helske

Last Published

October 6th, 2021

Functions in ramcmc (0.1.2)

adapt_S

Update the Proposal of RAM Algorithm
chol_downdate

Rank-one Downdate of Cholesky Decomposition
chol_update

Rank-one Update of Cholesky Decomposition