Towards Data-Conditional Simulation for ABC Inference in Stochastic Differential Equations

Petar Jovanovski, Andrew Golightly, Umberto Picchini

We develop a Bayesian inference method for discretely-observed stochastic differential equations (SDEs). Inference is challenging for most SDEs, due to the analytical intractabilit…