earth v5.1.1

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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" <doi:10.1214/aos/1176347963>. (The term "MARS" is trademarked and thus not used in the name of the package.)

Functions in earth

Name Description
varmod Variance models for estimating prediction intervals
earth Multivariate Adaptive Regression Splines
plot.earth.models Compare earth models by plotting them.
plot.earth Plot an earth object
predict.varmod Predict with a varmod model
predict.earth Predict with an earth model
plotd Plot the distribution of predictions for each class
residuals.earth Residuals for an earth model
plot.evimp Plot an evimp object (created by the evimp function)
plot.varmod Plot a varmod object (created by calling earth with the varmod argument)
update.earth Update an earth model
summary.earth Summary method for earth objects
expand.bpairs Expand binomial-pair data from short to long form
format.earth Format earth objects
earth.object An earth object
evimp Estimate variable importances in an earth object
etitanic Titanic data with incomplete cases removed
model.matrix.earth Get the earth basis matrix
contr.earth.response Please ignore
ozone1 Ozone readings in Los Angeles with incomplete cases removed
mars.to.earth Convert a mars object from the mda package to an earth object
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Details

License GPL-3
LazyData yes
URL http://www.milbo.users.sonic.net/earth
Packaged 2019-04-12 03:37:41 UTC; milbo
Repository CRAN
Date/Publication 2019-04-12 10:52:57 UTC
RoxygenNote 5.1.1
NeedsCompilation yes

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