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Thanks for your effort. I have already seen that wikipedia page (I spent several days googling before posting here). For those who want to know, the Vysochanskiï-Petunin inequality is an inequality that bounds the probability that the value of a random variable with a unimodal distribution will be more than k standard deviations away from the mean i.e. (Pr( |x-a|>= kb) <= some bound), what I am interested in is a version that is one-tailed i.e.( Pr( (x-a)>= kb) <= some bound) without the modulus sign.
Is there a one-tailed version of the Vysochanskiï-Petunin inequality?
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