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We study tail probabilities via some Gaussian approximations. Our resultsmake refinements to large deviation theory. The proof builds on classicalresults by Bahadur and Rao. Binomial distributions and their tail probabilitiesare discussed in more detail.

Some Refinements of Large Deviation Tail Probabilities