Calibrated Bayesian inference for random fields on large irregular domains using the debiased spatial Whittle likelihood

Thomas Goodwin, Arthur Guillaumin, Matias Quiroz +2

Bayesian inference for stationary random fields is computationally demanding. Whittle-type likelihoods in the frequency domain based on the fast Fourier Transform (FFT) have severa…