Concentration of Measure for Radial Distributions and Consequences for Statistical Modeling

Ery Arias-Castro, Xiao Pu

Motivated by problems in high-dimensional statistics such as mixture modeling for classification and clustering, we consider the behavior of radial densities as the dimension incre…