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Bayesian Estimation of Heteroskedastic Structural Vector Autoregressions with Markov-Switching and Time-Varying Identification of the Structural Matrix

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bsvarTVPs

Bayesian Estimation of Heteroskedastic Structural Vector Autoregressions with Markov-Switching and Time-Varying Identification of the Structural Matrix

Efficient algorithms for Bayesian estimation of Structural Vector Autoregressions with Stochastic Volatility heteroskedasticity, Markov-switching and Time-Varying Identification of the Structural Matrix, and a three-level global-local hierarchical prior shrinkage for the structural and autoregressive matrices.

Installation

The current version of the package depends on the development version of the bsvars package.

Install the bsvars package first:

devtools::install_git("https://github.com/donotdespair/bsvars.git")

Now, just type in R to install the bsvarTVPs package:

devtools::install_git("https://github.com/donotdespair/bsvarTVPs.git")

Checks

R-CMD-check

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Bayesian Estimation of Heteroskedastic Structural Vector Autoregressions with Markov-Switching and Time-Varying Identification of the Structural Matrix

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  • C++ 80.1%
  • R 15.4%
  • C 4.5%