shrinkTVP

Efficient Bayesian Inference for Time-Varying Parameter Models with Shrinkage

CRAN Package

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.


Documentation


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Insights

Last 30 days

This package has been downloaded 411 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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Tue
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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
11 downloadsMar 4, 2025
36 downloadsMar 5, 2025
9 downloadsMar 6, 2025
4 downloadsMar 7, 2025
3 downloadsMar 8, 2025
3 downloadsMar 9, 2025
7 downloadsMar 10, 2025
32 downloadsMar 11, 2025
10 downloadsMar 12, 2025
11 downloadsMar 13, 2025
20 downloadsMar 14, 2025
33 downloadsMar 15, 2025
5 downloadsMar 16, 2025
6 downloadsMar 17, 2025
26 downloadsMar 18, 2025
18 downloadsMar 19, 2025
12 downloadsMar 20, 2025
30 downloadsMar 21, 2025
16 downloadsMar 22, 2025
11 downloadsMar 23, 2025
12 downloadsMar 24, 2025
3 downloadsMar 25, 2025
10 downloadsMar 26, 2025
8 downloadsMar 27, 2025
36 downloadsMar 28, 2025
10 downloadsMar 29, 2025
5 downloadsMar 30, 2025
7 downloadsMar 31, 2025
12 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
36

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 5,732 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Jul 03, 2024 with 184 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports5 packages
  • Suggests4 packages
  • Linking To6 packages
  • Reverse Imports2 packages
  • Reverse Suggests1 package