Package: gammi 0.2

Nathaniel E. Helwig

gammi: Generalized Additive Mixed Model Interface

An interface for fitting generalized additive models (GAMs) and generalized additive mixed models (GAMMs) using the 'lme4' package as the computational engine, as described in Helwig (2024) <doi:10.3390/stats7010003>. Supports default and formula methods for model specification, additive and tensor product splines for capturing nonlinear effects, and automatic determination of spline type based on the class of each predictor. Includes an S3 plot method for visualizing the (nonlinear) model terms, an S3 predict method for forming predictions from a fit model, and an S3 summary method for conducting significance testing using the Bayesian interpretation of a smoothing spline.

Authors:Nathaniel E. Helwig [aut, cre]

gammi_0.2.tar.gz
gammi_0.2.zip(r-4.7-any)gammi_0.2.zip(r-4.6-any)
gammi_0.2.tar.gz(r-4.7-any)gammi_0.2.tar.gz(r-4.6-any)
gammi_0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
gammi/json (API)

# Install 'gammi' in R:
install.packages('gammi', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • exam - Cross-Classified Examination Data

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 293 downloads 11 exports 13 dependencies

Last updated from:fd129d9a38. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK120
source / vignettesOK159
linux-releaseOK123
windows-develOK75
windows-releaseOK78
wasm-releaseOK96

Exports:gammigammi.defaultgammi.formulaplot.gammipredict.gammirowKroneckerspline.basisspline.model.matrixsummary.gammivisualizer1visualizer2

Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrrbibutilsRcppRcppEigenRdpackreformulas