earth v4.6.3


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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 Update an earth model Residuals for an earth model Summary method for earth objects Please ignore Format earth objects
ozone1 Ozone readings in Los Angeles with incomplete cases removed Plot an earth object
evimp Estimate variable importances in an earth object
etitanic Titanic data with incomplete cases removed Get the earth basis matrix Convert a mars object from the mda package to an earth object
earth.object An earth object
earth Multivariate Adaptive Regression Splines
plot.varmod Plot a varmod object (created by calling earth with the varmod argument)
varmod Variance models for estimating prediction intervals Compare earth models by plotting them. Predict with an earth model
predict.varmod Predict with a varmod model
plotd Plot the distribution of predictions for each class
plot.evimp Plot an evimp object (created by the evimp function)
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License GPL-3
Packaged 2018-05-06 23:42:30 UTC; milbo
Repository CRAN
Date/Publication 2018-05-07 16:46:54 UTC
RoxygenNote 5.0.1
NeedsCompilation yes

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