Hierarchical and random-slope Gaussian process terms for use with
adlaplace.
This package extends the adlaplace formula / S4 term system with integrated
Wiener process (IWP) smooths and related random-effect structures for
hierarchical models (group-specific smooths, scaled random slopes, etc.).
| Function | Role |
|---|---|
hiwp() |
Hierarchical IWP smooth with grouping (by) |
hrpoly() |
Hierarchical random polynomial by group |
rsiwp(), rsiid()
|
Random-slope IWP / intercept terms |
rsfpoly(), rsrpoly()
|
Fixed / random polynomial interaction terms |
cond_sim_iwp(), cond_sim_iwp_at()
|
Conditional simulation of IWP/HIWP curves |
Install after adlaplace:
devtools::install("adlaplaceHgp")
See the monorepo root README.md for the full install order.