Likelihood Inference for Discretely Observed Nonlinear Diffusions.

This paper is concerned with the Bayesian estimation of nonlinear stochastic differential equations when observations are discretely sampled. The estimation framework relies on the introduction of latent auxiliary data to complete the missing diffusion between each pair of measurements. Tuned Markov...

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Bibliographic Details
Main Authors: Elerain, O, Chib, S, Shephard, N
Format: Journal article
Language:English
Published: Econometric Society 2001