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On the extensions of the Chatterjee-Spearman test

stat.ME · 2024-06-24 · unverdicted · novelty 5.0

Extends the Chatterjee-Spearman max-type test to symmetric form with derived null distribution, proves asymptotic independence from Kendall's tau and quadrant correlation, and explores multivariate cases with simulation evidence of improved power.

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  • On the extensions of the Chatterjee-Spearman test stat.ME · 2024-06-24 · unverdicted · none · ref 15

    Extends the Chatterjee-Spearman max-type test to symmetric form with derived null distribution, proves asymptotic independence from Kendall's tau and quadrant correlation, and explores multivariate cases with simulation evidence of improved power.