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Image plots of the radial spline basis under different covariance functions. The images correspond to the model with only the spatial component. Model is fitted using two-stage iterative estimation process. The radial spline basis is plotted on natural log-odds scale. This illustrates the spatial variation of HIV risk in Mozambique.
