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Model Selection and Adaptive Markov chain Monte Carlo for Bayesian Cointegrated VAR model
Cointegrated Vector Auto Regressions Markov chain Monte Carlo
2010/4/28
This paper develops a matrix-variate adaptive Markov chain Monte Carlo (MCMC) methodology for Bayesian Cointegrated Vector Auto Regressions (CVAR). We replace the popular approach to sampling Bayesian...
Chain ladder method: Bayesian bootstrap versus classical bootstrap
Claims reserving distribution-free chain ladder mean square error of prediction Bayesian chain ladder approximate Bayesian computation Markov chain Monte Carlo annealing bootstrap
2010/4/28
The intention of this paper is to estimate a Bayesian distribution-free chain ladder (DFCL) model using approximate Bayesian computation (ABC) methodology. We demonstrate how to estimate quantities of...