earth v4.6.0


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Multivariate Adaptive Regression Splines

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.)

Functions in earth

Name Description Convert a mars object from the mda package to an earth object
evimp Estimate variable importances in an earth object
earth.object An earth object Format earth objects
etitanic Titanic data with incomplete cases removed Please ignore
earth Multivariate Adaptive Regression Splines Update an earth model Summary method for earth objects Get the earth basis matrix
plot.varmod Plot a varmod object (created by calling earth with the varmod argument)
ozone1 Ozone readings in Los Angeles with incomplete cases removed
predict.varmod Predict with a varmod model Compare earth models by plotting them. Plot an earth object Predict with an earth model
varmod Variance models for estimating prediction intervals
plotd Plot the distribution of predictions for each class Residuals for an earth model
plot.evimp Plot an evimp object (created by the evimp function)
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License GPL-3
Packaged 2017-12-14 21:46:05 UTC; milbo
Repository CRAN
Date/Publication 2017-12-15 12:58:30 UTC
RoxygenNote 5.0.1
NeedsCompilation yes

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