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'Rcpp' implementation of the multivariate Kalman filter for state space models that can handle missing values and exogenous data in the observation and state equations. There is also a function to handle time varying parameters. Kim, Chang-Jin and Charles R. Nelson (1999) "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications" <doi:10.7551/mitpress/6444.001.0001><http://econ.korea.ac.kr/~cjkim/>.
Version: | 2.1.1 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 1.0.9) |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | data.table (≥ 1.14.2), maxLik (≥ 1.5-2), ggplot2 (≥ 3.3.6), gridExtra (≥ 2.3), knitr, rmarkdown, testthat |
Published: | 2024-03-08 |
DOI: | 10.32614/CRAN.package.kalmanfilter |
Author: | Alex Hubbard [aut, cre] |
Maintainer: | Alex Hubbard <hubbard.alex at gmail.com> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
Materials: | NEWS |
In views: | TimeSeries |
CRAN checks: | kalmanfilter results |
Reference manual: | kalmanfilter.pdf |
Vignettes: |
Kalman Filter for State Space Models |
Package source: | kalmanfilter_2.1.1.tar.gz |
Windows binaries: | r-devel: kalmanfilter_2.1.1.zip, r-release: kalmanfilter_2.1.1.zip, r-oldrel: kalmanfilter_2.1.1.zip |
macOS binaries: | r-release (arm64): kalmanfilter_2.1.1.tgz, r-oldrel (arm64): kalmanfilter_2.1.1.tgz, r-release (x86_64): kalmanfilter_2.1.1.tgz, r-oldrel (x86_64): kalmanfilter_2.1.1.tgz |
Old sources: | kalmanfilter archive |
Reverse imports: | autostsm |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.