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If EL is defined as $\prod_{i=1}^n p_i$ and empirical likelihood ratio is defined as $R(F) = -2 \log \{L(\hat{F})/L(F_n)\}$. If $R(F)\ge c$, then we can reject the $H_0: \mu = \mu_0$. If EL is maximised when $p_i = \frac{1}{n}$, then why the ratio is ever larger than 1?

user18942
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