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earth (version 2.3-0)

Multivariate Adaptive Regression Spline Models

Description

Build regression models using the techniques in Friedman's papers "Fast MARS" and "Multivariate Adaptive Regression Splines". (The term "MARS" is copyrighted and thus not used in the name of the package.)

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Version

Install

install.packages('earth')

Monthly Downloads

15,414

Version

2.3-0

License

GPL-3

Maintainer

Stephen Milborrow

Last Published

October 5th, 2024

Functions in earth (2.3-0)

earth

Multivariate Adaptive Regression Splines
model.matrix.earth

Get the "earth" basis matrix
ozone1

Ozone readings in Los Angeles with incomplete cases removed
plotmo

Plot the predicted model response
plot.earth

Plot an "earth" object
plotd

Plot the distribution of predictions for each class
print.evimp

Print an evimp object
residuals.earth

Residuals for an "earth" model
etitanic

Titanic data with incomplete cases removed
contr.earth.response

Contrasts for the "earth" response
update.earth

Update an "earth" model
format.earth

Format "earth" objects
mars.to.earth

Convert a "mars" object to an "earth" object
evimp

Estimate variable importances in an "earth" object
plot.evimp

Plot an evimp object
predict.earth

Predict with an "earth" model
summary.earth

Summary method for "earth" objects
plot.earth.models

Compare "earth" models by plotting them.