This paper proves the weak convergence of the residual empirical process in an explosive autoregression model to the Brownian bridge. As an application the Kolmogorov-Smirnov goodness-of-fit test for testing that the errors have a specified distribution is shown to be asymptotically distribution-free.
@article{1176347395,
author = {Koul, Hira L. and Levental, Shlomo},
title = {Weak Convergence of the Residual Empirical Process in Explosive Autoregression},
journal = {Ann. Statist.},
volume = {17},
number = {1},
year = {1989},
pages = { 1784-1794},
language = {en},
url = {http://dml.mathdoc.fr/item/1176347395}
}
Koul, Hira L.; Levental, Shlomo. Weak Convergence of the Residual Empirical Process in Explosive Autoregression. Ann. Statist., Tome 17 (1989) no. 1, pp. 1784-1794. http://gdmltest.u-ga.fr/item/1176347395/