Takafumi Kajihara

Kernel Recursive ABC: Point Estimation with Intractable Likelihood

We propose a novel approach to parameter estimation for simulator-based statistical models with intractable likelihood. Our proposed method involves recursive application of kernel ABC and kernel herding to the same observed data. We provide a theoretical explanation regarding why the approach works…