hyper.gam: Generalized Additive Models with Hyper Column

Generalized additive models with a numeric hyper column tabulated on a common grid. Sign-adjustment based on the correlation of model prediction and a selected slice of the hyper column. Visualization of the integrand surface over the hyper column.

Version: 0.1.0
Depends: R (≥ 4.4), groupedHyperframe
Imports: caret, cli, mgcv, nlme, parallel, plotly
Suggests: knitr, quarto, rmarkdown, spatstat.geom, survival, matrixStats, htmlwidgets
Published: 2025-04-15
DOI: 10.32614/CRAN.package.hyper.gam
Author: Tingting Zhan ORCID iD [aut, cre], Inna Chervoneva ORCID iD [aut], Erjia Cui ORCID iD [ctb]
Maintainer: Tingting Zhan <tingtingzhan at gmail.com>
License: GPL-2
NeedsCompilation: no
Language: en-US
CRAN checks: hyper.gam results

Documentation:

Reference manual: hyper.gam.pdf
Vignettes: intro (source, R code)

Downloads:

Package source: hyper.gam_0.1.0.tar.gz
Windows binaries: r-devel: hyper.gam_0.1.0.zip, r-release: hyper.gam_0.1.0.zip, r-oldrel: hyper.gam_0.1.0.zip
macOS binaries: r-release (arm64): hyper.gam_0.1.0.tgz, r-oldrel (arm64): hyper.gam_0.1.0.tgz, r-release (x86_64): hyper.gam_0.1.0.tgz, r-oldrel (x86_64): hyper.gam_0.1.0.tgz

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