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 | |
| No Results! | ||
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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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