A block aggregation technique models fine-scale continuous Gaussian processes to produce multi-resolution inferences from coarse aggregated outcomes and fine covariates.
Figure 2a shows a simulated Matérn field, with a range parameter of 0.4 units and a marginal standard deviation of 0.15
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Spatially continuous modelling of aggregated outcome data
A block aggregation technique models fine-scale continuous Gaussian processes to produce multi-resolution inferences from coarse aggregated outcomes and fine covariates.