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In this paper Efficient Importance Sampling (EIS) is used to perform a classical and Bayesian analysis of univariate and multivariate Stochastic Volatility (SV) models for financial return series. EIS provides a highly generic and very accurate procedure for the Monte Carlo (MC) evaluation of...
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A framework for the statistical analysis of counts from infectious disease surveillance database is proposed. In its simplest form, the model can be seen as a Poisson branching process model with immigration. Extensions to include seasonal effects, time trends and overdispersion are outlined....
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The objective of this paper is to extend the results on Pseudo Maximum Likelihood (PML) theory derived in Gourieroux …(1984) to PML4 and QGPML2 methods, respectively. An asymptotic theory is developed which shows, in particular, that the …
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