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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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1.0.9
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Install
install.packages('groc')
Monthly Downloads
449
Version
1.0.9
License
GPL (>= 2)
Maintainer
P. de Micheaux
Last Published
February 25th, 2024
Functions in groc (1.0.9)
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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