Nonparametric inference with massive data via grouped empirical likelihood

Yongda Wang, Shifeng Xiong

To address the computational issue in empirical likelihood methods with massive data, this paper proposes a grouped empirical likelihood (GEL) method. It divides $N$ observations i…