Iterating marginalized Bayes maps for likelihood maximization with application to nonlinear panel models

Jesse Wheeler, Aaron J. Abkemeier, Edward L. Ionides

Complex dynamic systems can be investigated by fitting mechanistic stochastic dynamic models to time series data. In this context, commonly used Monte Carlo inference procedures fo…