earth v4.4.9


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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
evimp Estimate variable importances in an earth object
etitanic Titanic data with incomplete cases removed Please ignore Convert a mars object from the mda package to an earth object Get the earth basis matrix Format earth objects
earth.object An earth object
earth Multivariate Adaptive Regression Splines
ozone1 Ozone readings in Los Angeles with incomplete cases removed Compare earth models by plotting them.
predict.varmod Predict with a varmod model
varmod Variance models for estimating prediction intervals
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) Residuals for an earth model Plot an earth object Update an earth model Summary method for earth objects Predict with an earth model
plotd Plot the distribution of predictions for each class
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License GPL-3
Packaged 2017-02-20 14:25:47 UTC; milbo
Repository CRAN
Date/Publication 2017-02-20 17:23:10
RoxygenNote 5.0.1
NeedsCompilation yes

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