Chernoff's inequality Guide, Meaning , Facts, Information and Description

In probability theory, Chernoff's inequality, named after Herman Chernoff, states the following. Let

be discrete, independent random variables, such that

and

for all i.

Let

and let be the variance of . Then

for any

where σ is the standard deviation of the random variable .

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