Estimation of the Generalized Covariance Function. 2. A Response Surface Approach

摘要

A procedure is proposed that employs first-moment estimation (kriging), cross-validation, and response surface analysis to estimate parameters of a generalized covariance function. Results from application of the procedure to two data sets are given. The results are useful for problems in geostatistics and environmental monitoring.