Correcting spatial Gaussian process parameter and prediction variance estimation under informative sampling

Erin M. Schliep, Christopher K. Wikle, Ranadeep Daw

Informative sampling designs can impact spatial prediction, or kriging, in two important ways. First, the sampling design can bias spatial covariance parameter estimation, which in…