Methods for dimension reduction for regression


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Accompanying documentation is available in the subdirectory "doc" of the installed package.

AIS Australian athletes data
ais Australian athletes data
cosangle Compute the cosine of the angle between a vector and a subspace
cosangle1 Compute the cosine of the angle between a vector and a subspace
cov.ew.matrix Test of independence for pHd based on residuals
dr Dimension reduction regression
dr.coplot Visualize dimension reduction regression using a coplot
dr.direction Directions selected by dimension reduction regressiosn
dr.directions Directions selected by dimension reduction regressiosn
dr.estimate.weights Compute estimated weighting toward normality
dr.fit Fit dimension reduction regression
dr.fit.M Internal dr functions
dr.fit.y Fit dimension reduction regression
dr.fit.y.default Internal dr functions
dr.fit.y.phd Internal dr functions
dr.fit.y.phdq Internal dr functions
dr.fit.y.phdres Internal dr functions
dr.fit.y.phdy Internal dr functions
dr.indep.test.phdres Test of independence for pHd based on residuals
dr.permutation.test Dimension Reduction Regression Functions
dr.permutation.test.statistic.default Dimension Reduction Regression Functions
dr.permutation.test.statistic.phd Dimension Reduction Regression Functions
dr.permutation.test.statistic.phdres Dimension Reduction Regression Functions
dr.permutation.test.statistic.phdy Dimension Reduction Regression Functions
dr.persp Produce a perspective plot of dimension reduction regression objects.
dr.slice.1d Divide a vector into slices of approximately equal size
dr.slice1 Divide a vector into slices of approximately equal size
dr.slice2 Divide a vector into slices of approximately equal size
dr.slices Divide a vector into slices of approximately equal size
dr.test Dimension reduction regression tests
dr.test2.phdres Dimension reduction regression tests
dr.weights Dimension reduction regression
dr.x Inverse regression term matrix
dr.x.omitted Internal dr functions
dr.y Inverse regression term matrix
dr.y.name Internal dr functions
dr.z Inverse regression term matrix
fullquad.fit Fit a full second-order model
fullquad.residuals Fit a full second-order model
givens.rotation Create givens rotation matrix
make.Mhat.phdq Internal dr functions
markby Produce a vector of colors/symbols to mark points
mat.normalize Internal dr functions
model.matrix.dr Dimension reduction regression
mussels Mussels' muscles data
permute Internal dr functions
plot.dr Dimension reduction regression
print.dr Dimension reduction regression
print.dr.permutation.test Dimension Reduction Regression Functions
print.summary.dr Dimension reduction regression
robust.center.scale Compute estimated weighting toward normality
rotplot draw many 2D projections of a 3D plot
summary.dr Dimension reduction regression
summary.dr.permutation.test Dimension Reduction Regression Functions
whichengine Internal dr functions
wood.pvalue Chi-square approximation to a sum of Chi-squares