Xiao, Zhijie; Linton, Oliver; Carroll, Raymond J.; … - 2003
We propose a modification of kernel time series regression estimators that improves efficiency when the innovation process is autocorrelated. The procedure is based on a pre-whitening transformation of the dependent variable that has to be estimated from the data. We establish the asymptotic...
