We provide a review on the empirical likelihood method for regression type inference problems. The regression models considered in this review include parametric,semiparametric and nonparametric models. Both missing data and censored data areaccommodated.
Xi Chen, S., & Van Keilegom, I. (2009). A review on empirical likelihood methods for regression (STAT Discussion Paper 0908). https://hdl.handle.net/2078.5/28687