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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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We propose a new class of state space models for longitudinal discrete response data where the observation equation is … modeling serial dependence in the data. We develop a Markov chain Monte Carlo algorithm to carry out statistical inference for …, we illustrate the applicability of the proposed state space mixed models for longitudinal binomial response data in both …
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