**Definition** Given a [[Probability Space]] $(\Omega , \mathcal{F}, \mathbb{P})$ define the *multivariate random variable* $(X_{1}, X_{2}, \dots X_{n})$ for some $n \geq 2$ where $X_{i}$ is a [[Discrete random variables]] on the same probability space.