Constructor functions for local parameter estimation.

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Description

This function generates another function to be used within optim to obtain maximum likelihood estimates of local variance parameters lam1, lam2, eta, tausq, sigmasq, and nu (smoothness) using a Gaussian likelihood with an anisotropic covariance structure.

Usage

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make_aniso_loglik_kappa(locations, cov.model, data, Xmat)

Arguments

locations

A matrix of locations.

cov.model

String; the covariance model.

data

A vector or matrix of data to use in the likelihood calculation.

Xmat

The design matrix for the mean model.

Value

This function returns another function for use in optim.

Examples

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## Not run: 
make_aniso_loglik_kappa( locations, cov.model, data, Xmat )

## End(Not run)

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