The functional central limit theorem and weak convergence to stochastic integrals I - Weakly dependent processes

Citation
Rm. De Jong et J. Davidson, The functional central limit theorem and weak convergence to stochastic integrals I - Weakly dependent processes, ECONOMET TH, 16(5), 2000, pp. 621-642
Citations number
29
Categorie Soggetti
Economics
Journal title
ECONOMETRIC THEORY
ISSN journal
02664666 → ACNP
Volume
16
Issue
5
Year of publication
2000
Pages
621 - 642
Database
ISI
SICI code
0266-4666(200010)16:5<621:TFCLTA>2.0.ZU;2-E
Abstract
This paper gives new conditions for the functional central limit theorem, a nd weak convergence of stochastic integrals, for near-epoch-dependent funct ions of mixing processes. These results have fundamental applications in th e theory of unit root testing and cointegrating regressions. The conditions given improve on existing results in the literature in terms of the amount of dependence and heterogeneity permitted, and in particular, these appear to be the first such theorems in which virtually the same assumptions are sufficient for both modes of convergence.