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Old 05-07-2013, 04:41 PM
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yaser yaser is offline
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Default Re: Clarification needed for Hoeffding Inequality

Quote:
Originally Posted by aland View Post
It's remarkable to have the chance to ask the author a question about his book. Normally, and often, I go through life with questions like these unanswered. So I appreciate greatly a resource like this.

So, the LHS side of the Hoeffding inequality is a probability. And yet, the RHS, as best as I can tell, has a range from 0 to 2.

What am I missing?
You are correct. The RHS is an upper bound on the probability. Sometimes it's a meaningful bound and sometimes it's a trivial bound, but it is always a valid bound.
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