Package: shrinkTVP 3.1.1

Peter Knaus

shrinkTVP: Efficient Bayesian Inference for Time-Varying Parameter Models with Shrinkage

Efficient Markov chain Monte Carlo (MCMC) algorithms for fully Bayesian estimation of time-varying parameter models with shrinkage priors, both dynamic and static. Details on the algorithms used are provided in Bitto and Frühwirth-Schnatter (2019) <doi:10.1016/j.jeconom.2018.11.006> and Cadonna et al. (2020) <doi:10.3390/econometrics8020020> and Knaus and Frühwirth-Schnatter (2023) <doi:10.48550/arXiv.2312.10487>. For details on the package, please see Knaus et al. (2021) <doi:10.18637/jss.v100.i13>. For the multivariate extension, see the 'shrinkTVPVAR' package.

Authors:Peter Knaus [aut, cre], Angela Bitto-Nemling [aut], Annalisa Cadonna [aut], Sylvia Frühwirth-Schnatter [aut], Daniel Winkler [ctb], Kemal Dingic [ctb]

shrinkTVP_3.1.1.tar.gz
shrinkTVP_3.1.1.tar.gz(r-4.7-arm64)shrinkTVP_3.1.1.tar.gz(r-4.7-x86_64)shrinkTVP_3.1.1.tar.gz(r-4.6-arm64)shrinkTVP_3.1.1.tar.gz(r-4.6-x86_64)
shrinkTVP_3.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
shrinkTVP/json (API)
NEWS

# Install 'shrinkTVP' in R:
install.packages('shrinkTVP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • gsl– GNU Scientific Library (GSL)
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblasgslcpp

3.72 score 4 stars 2 packages 11 scripts 740 downloads 7 exports 9 dependencies

Last updated from:413fb3ad38. Checks:5 OK, 1 ERROR. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK240
linux-devel-x86_64OK224
source / vignettesERROR369
linux-release-arm64OK232
linux-release-x86_64OK227
wasm-releaseOK277

Exports:eval_pred_densforecast_shrinkTVPLPDSshrinkDTVPshrinkTVPsimTVPupdateTVP

Dependencies:codaGIGrvglatticeRcppRcppArmadilloRcppGSLRcppProgressstochvolzoo

Shrinkage in the Time-Varying Parameter Model Framework Using the R Package shrinkTVP

Rendered fromshrinkTVP.ltxusingR.rsp::texon Jun 07 2026.

Last update: 2026-01-08
Started: 2019-08-07