Mathematics – Statistics Theory
Scientific paper
2009-11-19
Annals of Statistics 2009, Vol. 37, No. 6B, 3893-3928
Mathematics
Statistics Theory
Published in at http://dx.doi.org/10.1214/09-AOS698 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of
Scientific paper
10.1214/09-AOS698
This paper considers a class of nonparametric autoregressive models with nonstationarity. We propose a nonparametric kernel test for the conditional mean and then establish an asymptotic distribution of the proposed test. Both the setting and the results differ from earlier work on nonparametric autoregression with stationarity. In addition, we develop a new bootstrap simulation scheme for the selection of a suitable bandwidth parameter involved in the kernel test as well as the choice of a simulated critical value. The finite-sample performance of the proposed test is assessed using one simulated example and one real data example.
Gao Jiti
King Maxwell
Lu Zudi
Tjøstheim Dag
No associations
LandOfFree
Specification testing in nonlinear and nonstationary time series autoregression does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.
If you have personal experience with Specification testing in nonlinear and nonstationary time series autoregression, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Specification testing in nonlinear and nonstationary time series autoregression will most certainly appreciate the feedback.
Profile ID: LFWR-SCP-O-452730