Cai, Zongwu; Jing, Bing-Yi; Kong, Xin-Bing; Liu, Zhi - 2013
We study nonparametric estimation of regression function with nonstationary (integrated or nearly integrated) covariates and the error series of the regressor process following a fractional ARIMA model. A local linear estimation method is developed to estimate the unknown regression function....