convoSPAT (version 1.2.7)

make_global_loglik3: Constructor functions for global parameter estimation.

Description

This function generates another function to be used within optim to obtain maximum likelihood estimates of global variance parameter tausq with a fixed correlation matrix (smoothness is fixed). The process variance is taken to be spatially-varing.

Usage

make_global_loglik3(data, Xmat, Corr, obs.variance, nugg2.var)

Arguments

data

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

Xmat

The design matrix for the mean model.

Corr

The correlation matrix matrix.

obs.variance

A vector containing the spatially-varying variance corresponding to each data location.

nugg2.var

Fixed values for the covariance of the second nugget term.

Value

This function returns another function for use in optim.

Examples

# NOT RUN {
make_global_loglik3( data, Xmat, Corr, obs.variance, nugg2.var )
# }
# NOT RUN {
# }