HiDimDA: High Dimensional Discriminant Analysis

Performs linear discriminant analysis in high dimensional problems based on reliable covariance estimators for problems with (many) more variables than observations. Includes routines for classifier training, prediction, cross-validation and variable selection.

Install the latest version of this package by entering the following in R:
install.packages("HiDimDA")
AuthorAntonio Pedro Duarte Silva <psilva@porto.ucp.pt>
Date of publication2015-10-19 08:41:33
MaintainerAntonio Pedro Duarte Silva <psilva@porto.ucp.pt>
LicenseGPL (>= 3)
Version0.2-4
http://www.r-project.org

View on CRAN

Functions

AlonDS Man page
as.matrix.DMat Man page
as.matrix.ShrnkMat Man page
as.matrix.ShrnkMatInv Man page
as.matrix.SigFq Man page
as.matrix.SigFqInv Man page
buildB Man page
canldaRes Man page
clldaRes Man page
coef.canldaRes Man page
coef.clldaRes Man page
CovE Man page
CovE.canldaRes Man page
CovE.clldaRes Man page
CovE.RFcanlda Man page
CovE.RFcllda Man page
CovE.Scanlda Man page
CovE.Scllda Man page
DACrossVal Man page
Dlda Man page
Dlda.data.frame Man page
Dlda.default Man page
DMat Man page
-.DMat Man page
/.DMat Man page
*.DMat Man page
+.DMat Man page
EvalClrule Man page
f Man page
f1 Man page
fgrad Man page
fgrad1 Man page
fhess Man page
fhess1 Man page
ForbSigap Man page
ForbSigap1 Man page
FrobSigAp Man page
FrobSigAp1 Man page
fscores Man page
Genlda Man page
grpmeans Man page
grpvar Man page
HC Man page
HiDimDA Man page
HiDimDA-package Man page
ICovE Man page
ICovE.canldaRes Man page
ICovE.clldaRes Man page
ICovE.RFcanlda Man page
ICovE.RFcllda Man page
ICovE.Scanlda Man page
ICovE.Scllda Man page
is.Dlda Man page
is.DMat Man page
is.Mlda Man page
is.RFlda Man page
is.ShrnkMat Man page
is.ShrnkMatInv Man page
is.SigFq Man page
is.SigFqInv Man page
is.Slda Man page
l2vnorm Man page
LeftMult Man page
LeftMult.DMat Man page
LeftMult.matrix Man page
LeftMult.ShrnkMat Man page
LeftMult.ShrnkMatInv Man page
LeftMult.SigFq Man page
LeftMult.SigFqInv Man page
loccov Man page
loccov2 Man page
locfdrpval Man page
Mlda Man page
Mlda.data.frame Man page
Mlda.default Man page
MldaInvE Man page
mylocfdr Man page
mylocmle Man page
predict.canldaRes Man page
predict.clldaRes Man page
print.canldaRes Man page
print.clldaRes Man page
print.DMat Man page
print.ShrnkMat Man page
print.ShrnkMatInv Man page
print.SigFq Man page
print.SigFqInv Man page
RepLOptim Man page
RFlda Man page
RFlda.data.frame Man page
RFlda.default Man page
rghtsngv Man page
RightMult Man page
RightMult.DMat Man page
RightMult.matrix Man page
RightMult.ShrnkMat Man page
RightMult.ShrnkMatInv Man page
RightMult.SigFq Man page
RightMult.SigFqInv Man page
scalebygrps Man page
SelectV Man page
ShrnkMat Man page
-.ShrnkMat Man page
/.ShrnkMat Man page
*.ShrnkMat Man page
+.ShrnkMat Man page
ShrnkMatInv Man page
-.ShrnkMatInv Man page
/.ShrnkMatInv Man page
*.ShrnkMatInv Man page
+.ShrnkMatInv Man page
ShrnkSigE Man page
SigFq Man page
-.SigFq Man page
/.SigFq Man page
*.SigFq Man page
+.SigFq Man page
SigFqInv Man page
-.SigFqInv Man page
/.SigFqInv Man page
*.SigFqInv Man page
+.SigFqInv Man page
Slda Man page
Slda.data.frame Man page
Slda.default Man page
solve.DMat Man page
solve.ShrnkMat Man page
solve.ShrnkMatInv Man page
solve.SigFq Man page
solve.SigFqInv Man page
tscores Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.