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hyper.gam (version 0.2.1)

Generalized Additive Models with Hyper Column

Description

Generalized additive models with a numeric hyper column. 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.

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Version

Install

install.packages('hyper.gam')

Monthly Downloads

187

Version

0.2.1

License

GPL-2

Maintainer

Tingting Zhan

Last Published

January 25th, 2026

Functions in hyper.gam (0.2.1)

sign_adjust

Sign Adjustment
hyper.gam-package

hyper.gam: Generalized Additive Models with Hyper Column
scale_do

Alternative scale Methods
hyper_gam

gam with matrix predictor
integrandSurface

Integrand Surface(s) of Sign-Adjusted Quantile Indices hyper_gam
update.hyper_gam

update a hyper_gam model
cor_xy

\(xy\)-Correlation
getData.gam

S3 Generic getData on Class gam
hyper_gam_graphics

Visualize hyper_gam object using R package graphics
kfoldPredict.hyper_gam

\(k\)-Fold Prediction of hyper_gam Model
predict.hyper_gam

Prediction of hyper_gam Model