Empirical likelihood for the class of single index hazard regression models

Based on the B spline approximation technique and right censored data, we consider the empirical likelihood inference for the index parameters and its partial components in a class of single index hazard regression models. Under some regular conditions, we show that our proposed empirical likelihood ratio statistics follow the standard χ2χ2 distribution. Some numerical studies are given to illustrate our proposed methodology.