On the Asymptotic Distribution of the Scan Statistic for Empirical Distributions

Andrew Ying, Wen-Xin Zhou

We investigate the asymptotic behavior of several variants of the scan statistic applied to empirical distributions, which can be applied to detect the presence of an anomalous int…