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---
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layout: definition
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mathjax: true
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author: "Joram Soch"
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affiliation: "BCCN Berlin"
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e_mail: "joram.soch@bccn-berlin.de"
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date: 2020-11-06 03:47:00
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title: "Univariate and multivariate random variable"
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chapter: "General Theorems"
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section: "Probability theory"
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topic: "Random variables"
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definition: "Univariate vs. multivariate"
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sources:
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- authors: "Wikipedia"
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year: 2020
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title: "Multivariate random variable"
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in: "Wikipedia, the free encyclopedia"
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pages: "retrieved on 2020-11-06"
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url: "https://en.wikipedia.org/wiki/Multivariate_random_variable"
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def_id: "D106"
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shortcut: "rvar-uni"
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username: "JoramSoch"
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---
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**Definition:** Let $X$ be a [random variable](/D/rvar) with possible outcomes $\mathcal{X}$. Then,
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* $X$ is called a univariate random variable or [random scalar](/D/rvar), if $\mathcal{X}$ is one-dimensional, i.e. (a subset of) the set of real numbers $\mathbb{R}$;
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* $X$ is called a multivariate random variable or [random vector](/D/rvec), if $\mathcal{X}$ is multi-dimensional, e.g. (a subset of) the set of real vectors $\mathbb{R}^n$;
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* $X$ is called a matrix-valued random variable or [random matrix](/D/rmat), if $\mathcal{X}$ is (a subset of) the set of real matrices $\mathbb{R}^{n \times p}$.

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