Bayesian estimation and maximum likelihood methods represent two central paradigms in modern statistical inference. Bayesian estimation incorporates prior beliefs through Bayes’ theorem, updating ...
This paper introduces a Monte Carlo method for maximum likelihood inference in the context of discretely observed diffusion processes. The method gives unbiased and a.s. continuous estimators of the ...
This is a preview. Log in through your library . Abstract We present a class of maximum likelihood estimators which exhibit strong consistency properties with very modest restrictions on the ...