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Bindings for Additive TidyModels additive logo

CRAN Status CRAN Downloads License: MIT DOI

additive supports Generalized Additive Models (GAM) using mgcv with parsnip/tidymodels.

Installation

The stable version of additive can be installed from CRAN using:

install.packages("additive")

The development version of additive can be installed from GitHub using:

install.packages("pak")
pak::pkg_install("hsbadr/additive")

Example 

library(additive)

set.seed(2020)
dat <- gamSim(1, n = 400, dist = "normal", scale = 2)

additive_mod <-
  additive() |>
  set_engine("mgcv") |>
  fit(
    y ~ s(x0) + s(x1) + s(x2) + s(x3),
    data = dat
  )

summary(additive_mod$fit)

For more details, get started with additive.

Citation

To cite additive in publications, please use:

citation("additive")

Hamada S. Badr (2024): additive: Bindings for Additive TidyModels, Comprehensive R Archive Network (CRAN). URL: https://hsbadr.github.io/additive/.

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.