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earth (version 0.1-2)
Earth: Multivariate Adaptive Regression Spline Models
Description
Build regression models using the techniques in Friedman's papers "Multivariate Adaptive Regression Splines" and "Fast MARS".
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Install
install.packages('earth')
Monthly Downloads
12,436
Version
0.1-2
License
GPL2
Maintainer
Stephen Milborrow
Last Published
October 5th, 2024
Functions in earth (0.1-2)
Search all functions
plot.earth.models
Plot 'earth' models
predict.earth
Predict with an 'earth' model
mars.to.earth
Convert a 'mars' to an 'earth' object
summary.earth
Summary method for 'earth' objects
get.nterms.per.degree
Number of terms at each degree of interaction in an 'earth' object
reorder.earth
Order the terms in an 'earth' model
format.earth
Format 'earth' objects
model.matrix.earth
Get the 'earth' basis matrix
get.nused.preds.per.subset
Number of predictors in an 'earth' object
update.earth
Update an 'earth' model
plot.earth
Plot an 'earth' object
earth
Earth: Multivariate Adaptive Regression Splines
plotmo
Plot Model Functions
ozone1
Ozone1: Ozone Readings in Los Angeles with Incomplete Cases Removed