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groc (version 1.0.10)

Generalized Regression on Orthogonal Components

Description

Robust multiple or multivariate linear regression, nonparametric regression on orthogonal components, classical or robust partial least squares models as described in Bilodeau, Lafaye De Micheaux and Mahdi (2015) .

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Version

Install

install.packages('groc')

Monthly Downloads

265

Version

1.0.10

License

GPL (>= 2)

Maintainer

P. de Micheaux

Last Published

October 11th, 2024

Functions in groc (1.0.10)

cookie

Near-Infrared (NIR) Spectroscopy of Biscuit Doughs
delete.intercept

Delete intercept from model matrix
dcov

Distance covariance matrix.
groc

groc method
corrob

Robust correlation measure
predict.groc

Predict Method for groc
model.frame.groc

Extract Information From a Fitted groc Model
covRob

Robust Covariance/Correlation Matrix Estimation
plot.groc

Plot groc objects.
covRob.control

Control Parameters for Robust Covariance Estimation
prim7

prim7 Dataset
summary.groc

Summary and Print Methods for groc objects
covrob

Robust covariance measure
grocCrossval

Cross-validation of groc models
grocfit

Fitting a groc model