Discrete time representation of stationary and non-stationary continuous time systems

Authors
Citation
Mj. Chambers, Discrete time representation of stationary and non-stationary continuous time systems, J ECON DYN, 23(4), 1999, pp. 619-639
Citations number
20
Categorie Soggetti
Economics
Journal title
JOURNAL OF ECONOMIC DYNAMICS & CONTROL
ISSN journal
01651889 → ACNP
Volume
23
Issue
4
Year of publication
1999
Pages
619 - 639
Database
ISI
SICI code
0165-1889(199902)23:4<619:DTROSA>2.0.ZU;2-9
Abstract
This paper derives the formulae for an exact discrete time representation c orresponding to a system of higher-order stochastic differential equations. The formulae are applicable in stationary, non-stationary and explosive sy stems and for data observed as a mixture of both stock and flow variables. Expressions are also provided for an explicit moving average representation of the disturbance vector in the discrete time model, which can be used, u nder the assumption of white noise continuous time disturbances, to derive formulae for the computation of the exact Gaussian likelihood function, (C) 1999 Elsevier Science B.V. All rights reserved.