earth v5.3.0
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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 | |
earth.object | An earth object | |
etitanic | Titanic data with incomplete cases removed | |
format.earth | Format earth objects | |
expand.bpairs | Expand binomial-pair data from short to long form | |
mars.to.earth | Convert a mars object from the mda package to an earth object | |
evimp | Estimate variable importances in an earth object | |
model.matrix.earth | Get the earth basis matrix | |
ozone1 | Ozone readings in Los Angeles with incomplete cases removed | |
residuals.earth | Residuals for an earth model | |
predict.varmod | Predict with a varmod model | |
plot.earth | Plot an earth object | |
plot.earth.models | Compare earth models by plotting them. | |
varmod | Variance models for estimating prediction intervals | |
update.earth | Update an earth model | |
summary.earth | Summary method for earth objects | |
plot.varmod | Plot a varmod object (created by calling earth with the varmod argument) | |
plot.evimp | Plot an evimp object (created by the evimp function) | |
contr.earth.response | Please ignore | |
plotd | Plot the distribution of predictions for each class | |
earth | Multivariate Adaptive Regression Splines | |
predict.earth | Predict with an earth model | |
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Details
License | GPL-3 |
LazyData | yes |
URL | http://www.milbo.users.sonic.net/earth/ |
Packaged | 2020-10-11 18:03:02 UTC; milbo |
Repository | CRAN |
Date/Publication | 2020-10-11 19:50:03 UTC |
RoxygenNote | 5.1.2 |
NeedsCompilation | yes |
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