The Circular Matern Covariance Function and its Link to Markov Random Fields on the Circle

Chunfeng Huang, Ao Li

The link between Gaussian random fields and Markov random fields is well established based on a stochastic partial differential equation in Euclidean spaces, where the Matérn covar…