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Statistics

Markov's Inequality 마르코프 부등식

by jangpiano 2020. 7. 23.
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Markov's Inequality 


Markov's Inequality is one of the most important and basic Inequalities. 

You can find the upper bound of probability that nonnegative random variable(X) is equal or greater than a positive constant(C).


<Markov's Inequality of X


P(X≥C) ≤ E(X)/C


X: nonnegative random variable 

C: any positive constant




<Proof>

Let me give you the proof 




<Generalization>




<EXAMPLE>





<Markov's Inequality of g(X)


P(g(X)≥C) ≤ E(g(X))/C


g(X): nonnegative function 

C: any positive constant



<Proof>





<Generalization>



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