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earth (version 4.4.4)

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

11,938

Version

4.4.4

License

GPL-3

Maintainer

Stephen Milborrow

Last Published

January 8th, 2016

Functions in earth (4.4.4)

varmod

Variance models for estimating prediction intervals
plot.varmod

Plot a varmod object
format.earth

Format earth objects
mars.to.earth

Convert a mars object from the mda package to an earth object
plot.evimp

Plot an "evimp" object
update.earth

Update an earth model
ozone1

Ozone readings in Los Angeles with incomplete cases removed
predict.varmod

Predict with a varmod model
plot.earth.models

Compare earth models by plotting them.
predict.earth

Predict with an earth model
plot.earth

Plot an earth object
contr.earth.response

Please ignore
plotd

Plot the distribution of predictions for each class
residuals.earth

Residuals for an earth model
earth

Multivariate Adaptive Regression Splines
etitanic

Titanic data with incomplete cases removed
model.matrix.earth

Get the earth basis matrix
evimp

Estimate variable importances in an earth object
summary.earth

Summary method for earth objects