Efficient Posterior Simulation for Cointegrated Models with Priors on the Cointegration Space
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Publication:3557578
DOI10.1080/07474930903382208zbMath1185.62157OpenAlexW2054127730MaRDI QIDQ3557578
Gary Koop, Roberto Leon-Gonzalez, Rodney W. Strachan
Publication date: 23 April 2010
Published in: Econometric Reviews (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/07474930903382208
Markov chain Monte CarloBayesianreduced rank regressionerror correction modelcollapsed Gibbs samplerparameter-augmentation
Multivariate distribution of statistics (62H10) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40)
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Cites Work
- Unnamed Item
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- Bayesian point estimation of the cointegration space
- The matrix angular central Gaussian distribution
- Bayesian reduced rank regression in econometrics
- Co-integration and trend-stationarity in macroeconomic time series. Evidence from the likelihood function
- A numerical Bayesian test for cointegration of AR processes
- A distance measure between cointegration spaces
- Priors, posteriors and Bayes factors for a Bayesian analysis of cointegration
- Bayesian analysis of the error correction model
- Practical Markov Chain Monte Carlo
- Likelihood-Based Inference in Cointegrated Vector Autoregressive Models
- Covariance structure of the Gibbs sampler with applications to the comparisons of estimators and augmentation schemes
- Oscillating flow of a heat-conducting fluid in a narrow tube
- BAYESIAN REFERENCE ANALYSIS OF COINTEGRATION
- Bayesian auxiliary variable models for binary and multinomial regression