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mda

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Version

Install

install.packages('mda')

Monthly Downloads

9,901

Version

0.5-3

License

GPL-2

Maintainer

Trevor Hastie

Last Published

May 5th, 2022

Functions in mda (0.5-3)

bruto

Fit an Additive Spline Model by Adaptive Backfitting
mspline

Vector Smoothing Spline
coef.fda

Produce coefficients for an fda or mda object
fda

Flexible Discriminant Analysis
ESL.mixture

Mixture example from "Elements of Statistical Learning"
glass

Glass Identification Database
laplacian

create penalty object for two-dimensional smoothing.
gen.ridge

Penalized Regression
confusion

Confusion Matrices
mars

Multivariate Adaptive Regression Splines
polyreg

Polynomial Regression
predict.fda

Classify by Flexible Discriminant Analysis
mda.start

Initialization for Mixture Discriminant Analysis
predict.mars

Predict method for MARS Objects
model.matrix.mars

Produce a Design Matrix from a `mars' Object
softmax

Find the Maximum in Each Row of a Matrix
predict.mda

Classify by Mixture Discriminant Analysis
mda

Mixture Discriminant Analysis
plot.fda

Plot for Flexible Discriminant Analysis
predict.bruto

Predict method for BRUTO Objects