Integral Transformation Methods for SDR in Regression


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Documentation for package ‘itdr’ version 2.0.0

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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.