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20132025
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math.PR2019

A Note on New Bernstein-type Inequalities for the Log-likelihood Function of Bernoulli Variables

Yunpeng Zhao

We prove a new Bernstein-type inequality for the log-likelihood function of Bernoulli variables. In contrast to classical Bernstein's inequality and Hoeffding's inequality when app…