Learn R Programming

⚠️There's a newer version (0.2.8) of this package.Take me there.

RcppSMC: Rcpp for Sequential Monte Carlo

This package provides R with access to the Sequential Monte Carlo Template Classes by Johansen (Journal of Statistical Software, 2009, v30, i6).

At present, two additional examples have been added, and the first example from the JSS paper has been extended. Further integration and extensions are planned.

Authors

Dirk Eddelbuettel and Adam M. Johansen

License

GPL (>= 2)

Copy Link

Version

Install

install.packages('RcppSMC')

Monthly Downloads

593

Version

0.1.4

License

GPL (>= 2)

Maintainer

Dirk Eddelbuettel

Last Published

May 2nd, 2014

Functions in RcppSMC (0.1.4)

pfNonlinBS

Nonlinear Bootstrap Particle Filter (Univariate Non-Linear State Space Model)
blockpfGaussianOpt

Block Sampling Particle Filter (Linear Gaussian Model; Optimal Proposal)
pfLineartBS

Particle Filter Example