Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7357981 | Journal of Econometrics | 2018 | 30 Pages |
Abstract
This paper shows that a large dimensional vector autoregressive model (VAR) of finite order can generate fractional integration in the marginalized univariate series. We derive high-level assumptions under which the final equation representation of a VAR(1) leads to univariate fractional white noises and verify the validity of these assumptions for two specific models.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Guillaume Chevillon, Alain Hecq, Sébastien Laurent,