Integral Transformation Methods for SDR in Regression

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Documentation for package ‘itdr’ version 2.0.0

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

Help Pages

admmft	ADMM over Fourier method of variable section.
automobile	Automobiles data
d.boots	Bootstrap estimation for dimension (d) of sufficient dimension reduction subspaces.
d.test	Testing methods for selecting dimension of the central mean subspace.
dsp	Distance between two subspaces.
fm_xire	A Minimum Discrepancy Approach with Fourier Transform in Sufficient Dimension Reduction
invFM	Fourier transform approach on inverse dimention reduction method.
itdr	Integral transformation Methods of Estimating Sufficient Dimension Reduction Subspaces in Regression.
PDB	Planning database published in year 2015.
prostate	Prostate Levels
Raman	Raman spectroscopy
Recumbent	Recumbent cows
wh	Bootstrap estimation for the bandwidth of the Gaussian kernel density estimation.
wx	Bootstrap estimation for the tuning parameter for the predictor variables.
wy	Bootstrap estimation for the tuning parameter of the response variable.