Profile likelihoods for parameters in Gaussian geostatistical models

Ruoyong Xu, Patrick Brown

Profile likelihoods are rarely used in geostatistical models due to the computational burden imposed by repeated decompositions of large variance matrices. Accounting for uncertain…