no code implementations • 31 May 2023 • Ilias Chronopoulos, Katerina Chrysikou, George Kapetanios, James Mitchell, Aristeidis Raftapostolos
In this paper we study neural networks and their approximating power in panel data models.
no code implementations • 2 Nov 2022 • Richard T. Baillie, Francis X. Diebold, George Kapetanios, Kun Ho Kim
We suggest a new single-equation test for Uncovered Interest Parity (UIP) based on a dynamic regression approach.
no code implementations • 14 Jul 2022 • Ilias Chronopoulos, Katerina Chrysikou, George Kapetanios
In this paper we develop inference for high dimensional linear models, with serially correlated errors.
no code implementations • 8 Mar 2022 • Richard T. Baillie, Francis X. Diebold, George Kapetanios, Kun Ho Kim
Second, most economic time series have strong autocorrelation, which renders HAC regression parameter estimates highly inefficient.