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fix the value of nugget

On 09/09/2015 01:09 PM, Sherien Al-Azerji wrote:
Showing what you've tried would help. Assuming you use package gstat,
you can pass a variogram model without nugget (e.g. vgm(1, "Exp", 300) )
to fit.variogram, and no (=zero) nugget will be fitted.
It means the covariance matrix is (too close to) singular; this happens
if you have (nearly) duplicate observations, or a variogram model that
gives rise to (nearly) perfectly correlated observations, such as the
Gaussian model.