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earth (version 5.3.4)

Multivariate Adaptive Regression Splines

Description

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

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Version

Install

install.packages('earth')

Monthly Downloads

20,928

Version

5.3.4

License

GPL-3

Maintainer

Stephen Milborrow

Last Published

October 5th, 2024

Functions in earth (5.3.4)

format.earth

Format earth objects
earth.object

An earth object
contr.earth.response

Please ignore
model.matrix.earth

Get the earth basis matrix
ozone1

Ozone readings in Los Angeles with incomplete cases removed
expand.bpairs

Expand binomial-pair data from short to long form
etitanic

Titanic data with incomplete cases removed
mars.to.earth

Convert a mars object from the mda package to an earth object
earth

Multivariate Adaptive Regression Splines
summary.earth

Summary method for earth objects
predict.varmod

Predict with a varmod model
plot.varmod

Plot a varmod object (created by calling earth with the varmod argument)
plot.evimp

Plot an evimp object (created by the evimp function)
plot.earth.models

Compare earth models by plotting them.
plotd

Plot the distribution of predictions for each class
plot.earth

Plot an earth object
residuals.earth

Residuals for an earth model
predict.earth

Predict with an earth model
varmod

Variance models for estimating prediction intervals
update.earth

Update an earth model
evimp

Estimate variable importances in an earth object