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Characteristic function
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In [[mathematics]], the term "'''characteristic function'''" can refer to any of several distinct concepts: * The [[indicator function]] of a [[subset]], that is the [[Function (mathematics)|function]] <math display="block"> \mathbf{1}_A\colon X \to \{0, 1\}, </math> which for a given subset ''A'' of ''X'', has value 1 at points of ''A'' and 0 at points of ''X'' − ''A''. * The [[Characteristic function (convex analysis)|characteristic function]] in [[convex analysis]], closely related to the indicator function of a set: <math display="block"> \chi_A (x) := \begin{cases} 0, & x \in A; \\ + \infty, & x \not \in A. \end{cases}</math> * In [[probability theory]], the [[Characteristic function (probability theory)|characteristic function]] of any [[probability distribution]] on the [[real line]] is given by the following formula, where ''X'' is any [[random variable]] with the distribution in question: <math display="block"> \varphi_X(t) = \operatorname{E}\left(e^{itX}\right), </math> where <math>\operatorname{E}</math> denotes [[expected value]]. For [[Joint probability distribution|multivariate distributions]], the product ''tX'' is replaced by a [[scalar product]] of vectors. * The characteristic function of a [[Cooperative game theory|cooperative game]] in [[game theory]]. * The [[characteristic polynomial]] in [[linear algebra]]. * The [[characteristic state function]] in [[statistical mechanics]]. * The [[Euler characteristic]], a [[Topology|topological]] invariant. * The [[receiver operating characteristic]] in statistical [[decision theory]]. * The [[point characteristic function]] in [[statistics]]. ==References== {{Reflist}} {{DEFAULTSORT:Characteristic Function}} {{Set index article|mathematics}}
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