Sieve empirical likelihood ratio tests for nonparametric functions

Jianqing Fan, Jian Zhang

Generalized likelihood ratio statistics have been proposed in Fan, Zhang and Zhang [Ann. Statist. 29 (2001) 153-193] as a generally applicable method for testing nonparametric hypo…