Unified Principal Sufficient Dimension Reduction Package


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Documentation for package ‘psvmSDR’ version 1.0.2

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npsdr A unified Principal sufficient dimension reduction method via kernel trick
npsdr_x Reconstruct the estimated sufficient predictors for a given data matrix
plot.npsdr Scatter plot with sufficient predictors from npsdr() function
plot.psdr Scatter plot with sufficient predictors from psdr() function
psdr Unified linear principal sufficient dimension reduction methods
psdr_bic Order estimation via BIC-type criterion
rtpsdr Real time sufficient dimension reduction through principal least squares SVM