Petrie, Adam; Willemain, Thomas R. - In: Computational Statistics & Data Analysis 64 (2013) C, pp. 253-268
An important problem in high-dimensional data analysis is determining whether sample points are uniformly distributed (i.e., exhibit complete spatial randomness) over some compact support, or rather possess some underlying structure (e.g., clusters or other nonhomogeneities). We propose two new...