User Guide

• Simulations
• Independence Testing
  • Pearson's Correlation Multivariate Variants
  • Distance (and Kernel) Based Tests
  • Random Forest Based Tests
  • 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
  • Distance (and Kernel) Equivalencies
  • Smooth Characteristic Function Test
  • Mean Embedding Test
  • Univariate-Based Test
• Time Series Testing
• Discriminability Testing
• Conditional Independence Testing
  • Fast Conditional Independence Test (FCIT)
  • Kernel Conditional Independence Test (KCI)
• Kernel Goodness-of-Fit Testing
  • A simple Gaussian model
• Benchmarks
• Gallery

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Simulations