Small-sample properties of some parametric and nonparametric methods for detection of signals by Monte Carlo simulation

摘要

The paper considers the estimation of the number of signals in a multichannel time-series model. The author uses different information theoretic criteria and some nonparametric methods to detect the number of signals and compare their small-sample properties by Monte Carlo simulation study.