rSDR1.0.3.0 package

Robust Sufficient Dimension Reduction

rSDR

Robust Sufficient Dimension Reduction

plot_rSDR

Projected data plotting

plot_alpha

Plot for the optimal alpha

optimal_alpha_boot

The optimal alpha for rSDR via bootstrap resampling

optimal_alpha_cv

The optimal alpha for rSDR via cross-validation

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A novel sufficient-dimension reduction method is robust against outliers using alpha-distance covariance and manifold-learning in dimensionality reduction problems. Please refer Hsin-Hsiung Huang, Feng Yu & Teng Zhang (2024) <doi:10.1080/10485252.2024.2313137> for the details.

  • Maintainer: Sheau-Chiann Chen
  • License: GPL (>= 3)
  • Last published: 2025-11-10