Marginal empirical likelihood and sure independence feature screening

Jinyuan Chang, Cheng Yong Tang, Yichao Wu

We study a marginal empirical likelihood approach in scenarios when the number of variables grows exponentially with the sample size. The marginal empirical likelihood ratios as fu…