earth: Multivariate Adaptive Regression Splines

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Build regression models using the techniques in Friedman's papers "Fast MARS" and "Multivariate Adaptive Regression Splines". (The term "MARS" is trademarked and thus not used in the name of the package.)

Author
Stephen Milborrow. Derived from mda:mars by Trevor Hastie and Rob Tibshirani. Uses Alan Miller's Fortran utilities with Thomas Lumley's leaps wrapper.
Date of publication
2016-10-19 12:20:12
Maintainer
Stephen Milborrow <milbo@sonic.net>
License
GPL-3
Version
4.4.7
URLs

View on CRAN

Man pages

contr.earth.response
Please ignore
earth
Multivariate Adaptive Regression Splines
earth.object
An earth object
etitanic
Titanic data with incomplete cases removed
evimp
Estimate variable importances in an earth object
format.earth
Format earth objects
mars.to.earth
Convert a mars object from the mda package to an earth object
model.matrix.earth
Get the earth basis matrix
ozone1
Ozone readings in Los Angeles with incomplete cases removed
plotd
Plot the distribution of predictions for each class
plot.earth
Plot an earth object
plot.earth.models
Compare earth models by plotting them.
plot.evimp
Plot an evimp object (created by the evimp function)
plot.varmod
Plot a varmod object (created by calling earth with the...
predict.earth
Predict with an earth model
predict.varmod
Predict with a varmod model
residuals.earth
Residuals for an earth model
summary.earth
Summary method for earth objects
update.earth
Update an earth model
varmod
Variance models for estimating prediction intervals

Files in this package

earth
earth/inst
earth/inst/slowtests
earth/inst/slowtests/check.models.equal.R
earth/inst/slowtests/test.varmod.mgcv.R
earth/inst/slowtests/test.big.R
earth/inst/slowtests/test.pmethod.cv.bat
earth/inst/slowtests/test.varmod.R
earth/inst/slowtests/test.pmethod.cv.R
earth/inst/slowtests/test.weights.bat
earth/inst/slowtests/test.glm.Rout.save
earth/inst/slowtests/test.mods.R
earth/inst/slowtests/test.varmod.bat
earth/inst/slowtests/test.full.bat
earth/inst/slowtests/test.weights.R
earth/inst/slowtests/test.incorrect.Rout.save
earth/inst/slowtests/earth.times.R
earth/inst/slowtests/test.incorrect.R
earth/inst/slowtests/test.earthc.out.save
earth/inst/slowtests/test.earthmain.gcc64.bat
earth/inst/slowtests/test.full.R
earth/inst/slowtests/test.earthc.bat
earth/inst/slowtests/make.bat
earth/inst/slowtests/earth.times.bat
earth/inst/slowtests/test.glm.bat
earth/inst/slowtests/test.plotd.Rout.save
earth/inst/slowtests/test.varmod.Rout.save
earth/inst/slowtests/test.mods.Rout.save
earth/inst/slowtests/test.earthmain.gcc.bat
earth/inst/slowtests/test.earthmain.out.save
earth/inst/slowtests/test.big.Rout.save
earth/inst/slowtests/test.earthc.c
earth/inst/slowtests/test.incorrect.bat
earth/inst/slowtests/test.earthc.mak
earth/inst/slowtests/test.plotd.R
earth/inst/slowtests/test.plotd.bat
earth/inst/slowtests/test.varmod.mgcv.bat
earth/inst/slowtests/test.full.Rout.save
earth/inst/slowtests/test.cv.bat
earth/inst/slowtests/README.txt
earth/inst/slowtests/test.earthmain.vc.bat
earth/inst/slowtests/test.cv.Rout.save
earth/inst/slowtests/test.glm.R
earth/inst/slowtests/test.mods.bat
earth/inst/slowtests/test.big.bat
earth/inst/slowtests/test.cv.R
earth/inst/slowtests/earth-timing-tests.txt
earth/inst/slowtests/test.varmod.mgcv.Rout.save
earth/inst/slowtests/test.weights.Rout.save
earth/inst/slowtests/test.earthmain.clang.bat
earth/inst/slowtests/test.pmethod.cv.Rout.save
earth/inst/doc
earth/inst/doc/index.html
earth/inst/doc/earth-notes.pdf
earth/inst/doc/earth-varmod.pdf
earth/tests
earth/tests/test.earth.Rout.save
earth/tests/test.earth.R
earth/tests/README.txt
earth/src
earth/src/Makevars
earth/src/leaps.f
earth/src/earth.c
earth/src/allowed.c
earth/src/earth.h
earth/src/allowed.h
earth/src/leapshdr.f
earth/NAMESPACE
earth/NEWS
earth/data
earth/data/etitanic.rda
earth/data/ozone1.rda
earth/R
earth/R/plotmo.methods.earth.R
earth/R/format.earth.R
earth/R/earth.cv.R
earth/R/earth.regress.R
earth/R/earthlib.R
earth/R/print.earth.R
earth/R/earth.cv.lib.R
earth/R/check.index.R
earth/R/dotlib.R
earth/R/earth.R
earth/R/residuals.earth.R
earth/R/printcall.R
earth/R/expand.arg.R
earth/R/model.matrix.earth.R
earth/R/earth.methods.R
earth/R/varmod.R
earth/R/predict.earth.R
earth/R/as.char.R
earth/R/evimp.R
earth/R/earth.glm.R
earth/R/lib.R
earth/R/earth.leaps.R
earth/R/dot.R
earth/R/mars.to.earth.R
earth/R/do.par.R
earth/R/plot.earth.R
earth/R/plotd.R
earth/R/elegend.R
earth/R/call.dots.R
earth/R/stop.if.dots.R
earth/MD5
earth/DESCRIPTION
earth/man
earth/man/earth.object.Rd
earth/man/etitanic.Rd
earth/man/residuals.earth.Rd
earth/man/predict.earth.Rd
earth/man/evimp.Rd
earth/man/plot.evimp.Rd
earth/man/format.earth.Rd
earth/man/plot.earth.Rd
earth/man/summary.earth.Rd
earth/man/model.matrix.earth.Rd
earth/man/predict.varmod.Rd
earth/man/ozone1.Rd
earth/man/mars.to.earth.Rd
earth/man/update.earth.Rd
earth/man/earth.Rd
earth/man/varmod.Rd
earth/man/plot.earth.models.Rd
earth/man/plot.varmod.Rd
earth/man/plotd.Rd
earth/man/contr.earth.response.Rd