Order Statistics

This work in this Section is due to Nuttall [50]. Order statistics are important features in classification. Examples of order statistics are the 3 largest FFT bin magnitudes, or the median of N sample values. We will cover some important cases and in particular, are interested in the PDF of the features under the reference hypothesis $H_0$ which assumes that the input data is a set of indendent RVs.