[latexpage]

The sample average of given vectors $x_{1}, \dots, x_{n} \in \mathbb{R}^{m},$ is defined as the vector $\hat{x} \in \mathbb{R}^{m}$, with

\[\hat{x} := \dfrac{1}{n}(x_{1}+\dots+x_{n}).\]