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 Compare earth models by plotting them. Plot an earth object
predict.varmod Predict with a varmod model Predict with an earth model
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)
plot.varmod Plot a varmod object (created by calling earth with the varmod argument) Update an earth model Summary method for earth objects
expand.bpairs Expand binomial-pair data from short to long form Format earth objects
earth.object An earth object
evimp Estimate variable importances in an earth object
etitanic Titanic data with incomplete cases removed Get the earth basis matrix Please ignore
ozone1 Ozone readings in Los Angeles with incomplete cases removed Convert a mars object from the mda package to an earth object
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License GPL-3
LazyData yes
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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