User Guide

• Simulations
• Independence Testing
  • Cannonical correlation (CCA) and Rank value (RV)
  • Heller Heller Gorfine (HHG)
  • Distance Correlation (Dcorr) and Hilbert Schmidt Independence Criterion (Hsic)
  • Multiscale graph correlation (MGC)
  • Kernel mean embedding random forest (KMERF)
  • Maximal Margin Correlation
  • Friedman Rafsky Test for Randomness
• D-Variate Independence Testing
  • D-variable Hilbert Schmidt Independence Criterion (dHsic)
• K-Sample Testing
  • Multivariate Analysis of Variance (MANOVA) and Hotelling
  • K-Sample Testing via Independence Testing
  • Energy, Distance components (DISCO), and Maximal mean discrepency (MMD)
  • Smooth Characteristic Function Test
  • Mean Embedding Test
  • Heller Heller Gorfine (HHG)
• Time Series Testing
• Discriminability Testing
• Conditional Independence Testing
  • Fast Conditional Independence Test (FCIT)
  • Kernel Conditional Independence Test (KCI)
  • Partial Correlation (PCorr) and Partial Distance Correlation (PDcorr)
  • Conditional Distance Correlation (CDcorr)
• Kernel Goodness-of-Fit Testing
  • A simple Gaussian model
• Benchmarks
• Gallery

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Simulations