Beyond Whittle: Nonparametric correction of a parametric likelihood with a focus on Bayesian time series analysis

Claudia Kirch, Matthew C. Edwards, Alexander Meier +1

The Whittle likelihood is widely used for Bayesian nonparametric estimation of the spectral density of stationary time series. However, the loss of efficiency for non-Gaussian time…