earth v4.7.0

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

License GPL-3
LazyData yes
URL http://www.milbo.users.sonic.net/earth
Packaged 2019-01-03 07:48:01 UTC; milbo
Repository CRAN
Date/Publication 2019-01-03 16:20:09 UTC
RoxygenNote 5.0.1
NeedsCompilation yes

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