FIGURE 1.

Multivariate synthetic data analysis true versus fitted spatial random effects w for the full Gaussian Process (Full GP) and nearest neighbor Gaussian process (NNGP) for m = 5. Superscripts on w⁽¹⁾ and w⁽²⁾ correspond to the random effects associated with the first and second response variables. (a) Full GP w⁽¹⁾, NNGP w⁽¹⁾, (c) Full GP w⁽²⁾ and (d) NNGP w⁽²⁾