Modeling Function-Valued Processes with Nonseparable and/or Nonstationary Covariance Structure

Evandro Konzen, Jian Qing Shi, Zhanfeng Wang

We discuss a general Bayesian framework on modeling multidimensional function-valued processes by using a Gaussian process or a heavy-tailed process as a prior, enabling us to hand…