Package: RQK 1.0.0

Difan Song
RQK: Rational Quadratic Kriging
Fits the rational quadratic kriging models of Song and Joseph (2026) <doi:10.48550/arXiv.2610.18077> for deterministic and noisy responses using a rational quadratic kernel with anisotropic factor weights. Provides leave-one-out tuning, fast 'C++' prediction routines, and conformal prediction intervals. This work is supported by a U.S. NSF grant DMS-2310637.
Authors:
RQK_1.0.0.tar.gz
RQK_1.0.0.zip(r-4.7-x86_64)RQK_1.0.0.zip(r-4.7-arm64)RQK_1.0.0.zip(r-4.6-x86_64)RQK_1.0.0.zip(r-4.6-arm64)
RQK_1.0.0.tar.gz(r-4.7-arm64)RQK_1.0.0.tar.gz(r-4.7-x86_64)RQK_1.0.0.tar.gz(r-4.6-arm64)RQK_1.0.0.tar.gz(r-4.6-x86_64)
RQK_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RQK/json (API)
| # Install 'RQK' in R: |
| install.packages('RQK', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:a81ff9d256. Checks:10 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 137 | ||
| linux-devel-x86_64 | OK | 123 | ||
| source / vignettes | OK | 177 | ||
| linux-release-arm64 | OK | 129 | ||
| linux-release-x86_64 | OK | 135 | ||
| windows-devel-arm64 | OK | 191 | ||
| windows-devel-x86_64 | OK | 132 | ||
| windows-release-arm64 | OK | 292 | ||
| windows-release-x86_64 | OK | 84 | ||
| wasm-release | OK | 111 |
Exports:initial_lengthscaleRQK
Dependencies:nloptrRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Obtain an initial length scale and factor weights | initial_lengthscale |
| Predict from a fitted RQK model | predict.RQK |
| Fit a rational quadratic kriging model | RQK |
