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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

To install the bsvarTVPs package just type in R:

devtools::install_git("https://github.com/bsvars/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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