Abstract
We propose a method for testing independence of functional variables by using an estimator of the Hilbert–Schmidt Independence Criterion obtained from an appropriate modification of the usual estimator. We get asymptotic normality of this estimator both under independence hypothesis and under the alternative hypothesis. A simulation study that allows to compare the proposed test to an existing one is provided.
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