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Prefetching is a simple and general method for single-chain parallelisation of the Metropolis-Hastings algorithm based … random walk Metropolis-Hastings algorithm is obtained for a special case and it is shown to decrease in the number of …
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In this paper we develop several regression algorithms for solving general stochastic optimal control problems via Monte Carlo. This type of algorithms is particularly useful for problems with a highdimensional state space and complex dependence structure of the underlying Markov process with...
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In this study we combine clustering techniques with a moving window algorithm in order to filter financial market data … outliers. We apply the algorithm to a set of financial market data which consists of 25 series selected from a larger dataset … of a cluster that represents a different segment of the market. We set up a framework of possible algorithm parameter …
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