During the last decade The Netherlands witnessed an increase in the pace of job creation and job destruction. A sensitivity analysis using an empirical model of labour market flows shows thatthe congestion in the matching process due to the increase in the pace of job creation and destruction...

We propose a new model for dynamic volatilities and correlations of skewed and heavy-tailed data. Our model endows the Generalized Hyperbolic distribution with time-varying parameters driven by the score of the observation density function. The key novelty in our approach is the fact that the...

We propose a new methodology for designing flexible proposal densities for the joint posterior density of parameters and states in a nonlinear non-Gaussian state space model. We show that a highly efficient Bayesian procedure emerges when these proposal densities are used in an independent...