Package: adlaplaceHgp 0.5.2

adlaplaceHgp: Hierarchical Gaussian Processes for 'adlaplace'

Hierarchical and random-slope integrated Wiener process model terms for use with the adlaplace Laplace approximation framework. Provides hiwp, rsiwp, rsiid, rsfpoly, and rsrpoly constructors plus conditional simulation utilities for IWP-style smooths.

Authors:Patrick Brown [aut, cre, cph]

adlaplaceHgp_0.5.2.tar.gz
adlaplaceHgp_0.5.2.zip(r-4.7)adlaplaceHgp_0.5.2.zip(r-4.6)adlaplaceHgp_0.5.2.zip(r-4.5)
adlaplaceHgp_0.5.2.tgz(r-4.6-any)adlaplaceHgp_0.5.2.tgz(r-4.5-any)
adlaplaceHgp_0.5.2.tar.gz(r-4.7-any)adlaplaceHgp_0.5.2.tar.gz(r-4.6-any)
adlaplaceHgp_0.5.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
adlaplaceHgp/json (API)

# Install 'adlaplaceHgp' in R:

install.packages('adlaplaceHgp', repos = c('https://eborgnine.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/eborgnine/adlaplace/issues

On CRAN:

3.78 score 1 packages 14 exports 8 dependencies

Last updated from:96d35f802c (on main). Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	140
source / vignettes	OK	176
linux-release-x86_64	OK	134
macos-release-arm64	OK	121
macos-oldrel-arm64	OK	75
windows-devel	OK	95
windows-release	OK	94
windows-oldrel	OK	85
wasm-release	OK	116

Exports:beta_info cond_sim_iwp cond_sim_iwp_at cond_sim_iwp_inputs design hiwp hrpoly precision random_info rsfpoly rsiid rsiwp rsrpoly theta_info

Dependencies:adlaplace data.table lattice Matrix Rcpp RCppAD RcppEigen trustOptim

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Conditional simulation for IWP/HIWP terms	cond_sim_iwp
Conditional simulation for IWP/HIWP terms (flat arguments)	cond_sim_iwp_at
Build inputs for conditional IWP simulation	cond_sim_iwp_inputs
Hierarchical Integrated Wiener Process Model Term	beta_info,hiwp-method design,hiwp-method hiwp hiwp-class precision,hiwp-method random_info,hiwp-method theta_info,hiwp-method
Hierarchical Random Polynomial Term Constructor	beta_info,hrpoly-method design,hrpoly-method hrpoly hrpoly-class precision,hrpoly-method random_info,hrpoly-method theta_info,hrpoly-method
Random Slope Fixed Polynomial Model Term	beta_info,rsfpoly-method design,rsfpoly-method precision,rsfpoly-method random_info,rsfpoly-method rsfpoly rsfpoly-class theta_info,rsfpoly-method
independent Random Slope	beta_info,rsiid-method design,rsiid-method precision,rsiid-method random_info,rsiid-method rsiid rsiid-class theta_info,rsiid-method
Random Slope Integrated Wiener Process Term Constructor	rsiwp
Random Slope Integrated Wiener Process Term	beta_info,rsiwp-method design,rsiwp-method precision,rsiwp-method random_info,rsiwp-method rsiwp-class theta_info,rsiwp-method
Random Polynomial Model for Random Slope	beta_info,rsrpoly-method design,rsrpoly-method precision,rsrpoly-method random_info,rsrpoly-method rsrpoly rsrpoly-class theta_info,rsrpoly-method