Tools for Exploring Multivariate Data via ICS/ICA

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Documentation for package ‘ICS’ version 1.4-1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

ICS-package	Tools for Exploring Multivariate Data via ICS/ICA
coef-method	To extract the Unmixing Matrix
coef.ICS	To extract the Coefficient Matrix of the ICS Transformation
coef.ics	To extract the Unmixing Matrix
coef.ICS-S3	To extract the Coefficient Matrix of the ICS Transformation
components	To extract the Component Scores of the ICS Transformation
components.ICS	To extract the Component Scores of the ICS Transformation
cov4	Scatter Matrix based on Fourth Moments
cov4.wt	Weighted Scatter Matrix based on Fourth Moments
covAxis	One step Tyler Shape Matrix
covOrigin	Covariance Matrix with Respect to the Origin
covW	One-step M-estimator
fitted-method	Fitted Values of an ICS Object
fitted.ICS	Fitted Values of the ICS Transformation
fitted.ics	Fitted Values of an ICS Object
fitted.ICS-S3	Fitted Values of the ICS Transformation
gen_kurtosis	To extract the Generalized Kurtosis Values of the ICS Transformation
gen_kurtosis.ICS	To extract the Generalized Kurtosis Values of the ICS Transformation
ICS	Two Scatter Matrices ICS Transformation
ics	Two Scatter Matrices ICS Transformation
ics-class	Class ICS
ICS-S3	Two Scatter Matrices ICS Transformation
ics.components	Extracting ICS Components
ics2	Two Scatter Matrices ICS Transformation Augmented by Two Location Estimates
ics2-class	Class ICS2
ICS_cov	Location and Scatter Estimates for ICS
ICS_cov4	Location and Scatter Estimates for ICS
ICS_covAxis	Location and Scatter Estimates for ICS
ICS_covW	Location and Scatter Estimates for ICS
ICS_scatter	Location and Scatter Estimates for ICS
ICS_scovq	Location and Scatter Estimates for ICS
ICS_tM	Location and Scatter Estimates for ICS
mean3	Location Estimate based on Third Moments
Mean3Cov4	Location Vector Based on 3rd Moments and Scatter Matrix Based on 4th Moments
MeanCov	Mean Vector and Covariance Matrix
mvnorm.kur.test	Test of Multivariate Normality Based on Kurtosis
mvnorm.skew.test	Test of Multivariate Normality Based on Skewness
plot-ics	Scatterplot for a ICS Object
plot-method	Scatterplot for a ICS Object
plot.ICS	Scatterplot Matrix of Component Scores from the ICS Transformation
plot.ics	Scatterplot for a ICS Object
plot.ICS-S3	Scatterplot Matrix of Component Scores from the ICS Transformation
print.ICS	Basic information of ICS Object
print.ics	Basic information of ICS Object
print.ICS-S3	Basic information of ICS Object
print.ics2	Basic information of ICS2 Object
scovq	Supervised scatter matrix based on quantiles
screeplot.ICS	Screeplot for an 'ICS' Object
screeplot.ics	Screeplot for an ICS Object
screeplot.ICS-S3	Screeplot for an 'ICS' Object
show-method	Basic information of ICS Object
show-method	Basic information of ICS2 Object
summary-method	To summarize an ICS object
summary-method	To summarize an ICS2 object
summary.ICS	To summarize an 'ICS' object
summary.ics	To summarize an ICS object
summary.ICS-S3	To summarize an 'ICS' object
summary.ics2	To summarize an ICS2 object
tM	Joint M-estimation of Location and Scatter for a Multivariate t-distribution