- Initial release of
spconform on CRAN.
- Implemented locally weighted split conformal prediction for
geostatistical (point-referenced) data
(
scp_geostatistical()).
- Implemented neighbourhood-weighted leave-one-out conformal
prediction for areal (lattice) data (
scp_areal()).
- Added kernel weighting utilities for spatial and spatio-temporal
predictions (
spatial_kernel_weights(),
areal_neighbor_weights()).
- Implemented comprehensive spatial diagnostic tools and multi-panel
visualization (
diagnose()).
- Included S3 methods for printing, summarizing, and plotting
conformal prediction intervals (
print(),
summary(), plot(),
coverage_report()).