WISE: A Weighted Similarity Aggregation Test for Serial Independence

Qihua Zhu, Mingshuo Liu, Yuefeng Han +1

We propose a nonparametric test for serial independence that aggregates pairwise similarities of observations with lag-dependent weights. The resulting statistic is powerful to gen…