studies

MSc: Complex Networks and Statistical Data Depths

Abstract A statistical data depth $d(x, \mathbb{P})$ is a measure of depth or outlyingness of a sample $x \in \mathbb{R}^p$ with respect to its underlying distribution $\mathbb{P}$ and it provides a centre-outward ordering of sample points.