A new testing procedure uses critical surfaces on the quantile dependence function to detect local dependence while preserving the global significance level.
Particular attention should be paid to approach proposed by Ćmiel and Ledwina in [3]
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The post-hoc test for local dependence
A new testing procedure uses critical surfaces on the quantile dependence function to detect local dependence while preserving the global significance level.