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hyper.gam (version 0.2.3)

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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Install

install.packages('hyper.gam')

Monthly Downloads

256

Version

0.2.3

License

GPL-2

Issues

0

Pull Requests

0

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0

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0

Maintainer

Tingting Zhan

Last Published

March 2nd, 2026

Functions in hyper.gam (0.2.3)

hyper_gam

gam with matrix predictor
kfoldPredict.hyper_gam

\(k\)-Fold Prediction of hyper_gam Model
integrandSurface

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

Sign Adjustment
predict.hyper_gam

Prediction of hyper_gam Model
update.hyper_gam

update a hyper_gam model
scale_do

Alternative scale Methods
cor_xy

\(xy\)-Correlation
hyper_gam_graphics

Visualize hyper_gam object using R package graphics
getData.gam

S3 Generic getData on Class gam
hyper.gam-package

hyper.gam: Generalized Additive Models with Hyper Column