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groc (version 1.0.9)

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

268

Version

1.0.9

License

GPL (>= 2)

Maintainer

P. de Micheaux

Last Published

February 25th, 2024

Functions in groc (1.0.9)

summary.groc

Summary and Print Methods for groc objects
grocCrossval

Cross-validation of groc models
delete.intercept

Delete intercept from model matrix
covRob.control

Control Parameters for Robust Covariance Estimation
covrob

Robust covariance measure
prim7

prim7 Dataset
plot.groc

Plot groc objects.
covRob

Robust Covariance/Correlation Matrix Estimation
groc

groc method
model.frame.groc

Extract Information From a Fitted groc Model
dcov

Distance covariance matrix.
cookie

Near-Infrared (NIR) Spectroscopy of Biscuit Doughs
corrob

Robust correlation measure
grocfit

Fitting a groc model
predict.groc

Predict Method for groc