High Dimensional Discriminant Analysis


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Documentation for package ‘HiDimDA’ version 0.1-1

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HiDimDA-package High Dimensional Discriminant Analysis
AlonDS Alon Colon Cancer Data Set
as.matrix.SigFq SigFq objects: covariance matrices associated with a q-factor model
as.matrix.SigFqInv SigFqInv objects: precision (inverse of covariance) matrices associated with a q-factor model
coef.RFlda High-Dimensional Factor-based Linear Discriminant Analysis.
DACrossVal Cross Validation for Discriminant Analysis Classification Rules
FrobSigAp Approximation of Covariance Matrices from q-factor models
FrobSigAp1 Approximation of Covariance Matrices from q-factor models
HiDimDA High Dimensional Discriminant Analysis
is.RFlda High-Dimensional Factor-based Linear Discriminant Analysis.
is.SigFq SigFq objects: covariance matrices associated with a q-factor model
is.SigFqInv SigFqInv objects: precision (inverse of covariance) matrices associated with a q-factor model
LeftMult MatMultSigFq: Specialized matrix multiplication of 'SigFq' and 'SigFqInv' objects
LeftMult.SigFq MatMultSigFq: Specialized matrix multiplication of 'SigFq' and 'SigFqInv' objects
LeftMult.SigFqInv MatMultSigFq: Specialized matrix multiplication of 'SigFq' and 'SigFqInv' objects
predict.RFlda Classify Multivariate Observations by Linear Discrimination based on Factor models.
print.RFlda High-Dimensional Factor-based Linear Discriminant Analysis.
print.SigFq SigFq objects: covariance matrices associated with a q-factor model
print.SigFqInv SigFqInv objects: precision (inverse of covariance) matrices associated with a q-factor model
RFlda High-Dimensional Factor-based Linear Discriminant Analysis.
RFlda.data.frame High-Dimensional Factor-based Linear Discriminant Analysis.
RFlda.default High-Dimensional Factor-based Linear Discriminant Analysis.
RightMult MatMultSigFq: Specialized matrix multiplication of 'SigFq' and 'SigFqInv' objects
RightMult.SigFq MatMultSigFq: Specialized matrix multiplication of 'SigFq' and 'SigFqInv' objects
RightMult.SigFqInv MatMultSigFq: Specialized matrix multiplication of 'SigFq' and 'SigFqInv' objects
SelectV Variable Selection for High-Dimensional Discriminant Analysis.
SigFq SigFq objects: covariance matrices associated with a q-factor model
SigFqInv SigFqInv objects: precision (inverse of covariance) matrices associated with a q-factor model
SinghDS Singh Prostate Cancer Data Set
solve.SigFq Solve methods for 'SigFq' and 'SigFqInv' objects
solve.SigFqInv Solve methods for 'SigFq' and 'SigFqInv' objects