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Chebyshev's inequality
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===Measure-theoretic statement=== Let <math>(X,\,\Sigma,\,\mu)</math> be a [[measure space]], and let ''f'' be an [[extended real number line|extended real]]-valued [[measurable function]] defined on ''X''. Then for any real number <math>t > 0</math> and <math>0 < p < \infty</math>, :<math>\mu(\{x\in X\,:\,\,|f(x)|\geq t\}) \leq {1\over t^p} \int_{X} |f|^p \, d\mu.</math> More generally, if ''g'' is an extended real-valued measurable function, nonnegative and nondecreasing, with <math>g(t) \neq 0</math> then: {{citation needed|date=May 2012}} :<math>\mu(\{x\in X\,:\,\,f(x)\geq t\}) \leq {1\over g(t)} \int_X g\circ f\, d\mu.</math> This statement follows from the [[Markov inequality]], <math> \mu(\{x\in X:|F(x)|\geq \varepsilon\}) \leq\frac1\varepsilon \int_X|F|d\mu </math>, with <math>F=g\circ f</math> and <math>\varepsilon=g(t)</math>, since in this case <math>\mu(\{x\in X\,:\,\,g\circ f(x)\geq g(t)\}) \geq \mu(\{x\in X\,:\,\,f(x)\geq t\}) </math>. The previous statement then follows by defining <math>g(x)</math> as <math>|x|^p</math> if <math>x\ge t</math> and <math>0</math> otherwise.
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