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Autocorrelations in Hybrid Monte Carlo Simulations
Autocorrelations Hybrid Monte Carlo Simulations
2011/1/7
Simulations of QCD suffer from severe critical slowing down towards the continuum limit. This problem is known to be prominent in the topological charge, however, all observables are affected to vario...
Bayesian Inference of Stochastic Volatility Model by Hybrid Monte Carlo
Hybrid Monte Carlo Algorithm Stochastic Volatility Model Markov Chain Monte Carlo Bayesian Inference Financial Data Analysis
2010/4/27
The hybrid Monte Carlo (HMC) algorithm is applied for the Bayesian inference of the stochastic volatility (SV) model. We use the HMC algorithm for the Markov chain Monte Carlo updates of volatility va...