On entropy estimation by $m$-spacing method

The $m$-spacing method is a very popular statistical tool in entropy estimation and in goodness of fit testing. In this text, we focus on the case, where the underlying probability density may have an unbounded support or may vanish and show that under mild conditions the $m$-spacing entropy estimators have standard Gaussian limits. Bibl. – 15 titles.