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 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 for an earth model Plot an earth object
plotd Plot the distribution of predictions for each class Summary method for earth objects
evimp Estimate variable importances in an earth object
earth.object An earth object Convert a mars object from the mda package to an earth object Format earth objects Get the earth basis matrix
plot.evimp Plot an evimp object (created by the evimp function) Compare earth models by plotting them. Update an earth model
etitanic Titanic data with incomplete cases removed
varmod Variance models for estimating prediction intervals Predict with an earth model
predict.varmod Predict with a varmod model
earth Multivariate Adaptive Regression Splines
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License GPL-3
LazyData yes
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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