Computer Science
a year ago

New conditions discovered for accurate estimation of complex data distributions.

Bernoulli
Necessary and sufficient conditions for the asymptotic normality of higher order Turing estimators
Jie Chang, Michael Grabchak

Paper Summary

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The article establishes conditions for higher order Turing estimators to be normally distributed. It provides easy-to-check conditions and shows they apply to many distributions with regularly varying tails, even those not previously verified.