Multivariate Adaptive Regression Splines
Please ignore
An earth object
Multivariate Adaptive Regression Splines
Estimate variable importances in an earth object
Expand binomial-pair data from short to long form
Format earth objects
Convert a mars object from the mda package to an earth object
Get the earth basis matrix
Compare earth models by plotting them.
Plot an earth object
Plot an evimp object (created by the evimp function)
Plot a varmod object (created by calling earth with the varmod argumen...
Plot the distribution of predictions for each class
Predict with an earth model
Predict with a varmod model
Residuals for an earth model
Summary method for earth objects
Update an earth model
Variance models for estimating prediction intervals
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.)