SOP
Generalised Additive P-Spline Regression Models Estimation
Generalised additive P-spline regression models estimation using the separation of overlapping precision matrices (SOP) method. Estimation is based on the equivalence between P-splines and linear mixed models, and variance/smoothing parameters are estimated based on restricted maximum likelihood (REML). The package enables users to estimate P-spline models with overlapping penalties. Based on the work described in Rodriguez-Alvarez et al. (2015) <doi:10.1007/s11222-014-9464-2>; Rodriguez-Alvarez et al. (2019) <doi:10.1007/s11222-018-9818-2>, and Eilers and Marx (1996) <doi:10.1214/ss/1038425655>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0-1 |
rolling linux/jammy R-4.5 | SOP_1.0-1.tar.gz |
167.5 KiB |
1.0-1 |
rolling linux/noble R-4.5 | SOP_1.0-1.tar.gz |
167.3 KiB |
1.0-1 |
rolling source/ R- | SOP_1.0-1.tar.gz |
32.9 KiB |
1.0-1 |
latest linux/jammy R-4.5 | SOP_1.0-1.tar.gz |
167.5 KiB |
1.0-1 |
latest linux/noble R-4.5 | SOP_1.0-1.tar.gz |
167.3 KiB |
1.0-1 |
latest source/ R- | SOP_1.0-1.tar.gz |
32.9 KiB |
1.0-1 |
2026-04-26 source/ R- | SOP_1.0-1.tar.gz |
32.9 KiB |
1.0-1 |
2026-04-23 source/ R- | SOP_1.0-1.tar.gz |
32.9 KiB |
1.0-1 |
2026-04-09 windows/windows R-4.5 | SOP_1.0-1.zip |
169.8 KiB |
1.0-1 |
2025-04-20 source/ R- | SOP_1.0-1.tar.gz |
32.9 KiB |