Conformal Prediction for Spatially and Spatio-Temporally Dependent Data


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Documentation for package ‘spconform’ version 0.1.0

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areal_neighbor_weights Compute neighbourhood-based weights for areal (lattice) data
coverage_report Empirical Coverage and Average Interval Width for an spconform Object
diagnose Comprehensive Diagnostic Report for spconform Objects
plot.spconform Plot Prediction Intervals for spconform Objects
print.spconform Print Method for spconform Objects
scp_areal Neighbourhood-Weighted Conformal Prediction for Areal (Lattice) Data
scp_geostatistical Locally Weighted Split Conformal Prediction for Geostatistical (Point-Referenced) Data
spatial_kernel_weights Compute Gaussian-kernel spatial weights between a target location and a set of reference locations
summary.spconform Summary Method for spconform Objects