Vector autoregressive processes with nonlinear time trends in cointegrating relations

Citation
A. Ripatti et P. Saikkonen, Vector autoregressive processes with nonlinear time trends in cointegrating relations, MACROECON D, 5(4), 2001, pp. 577-597
Citations number
25
Categorie Soggetti
Economics
Journal title
MACROECONOMIC DYNAMICS
ISSN journal
13651005 → ACNP
Volume
5
Issue
4
Year of publication
2001
Pages
577 - 597
Database
ISI
SICI code
1365-1005(200109)5:4<577:VAPWNT>2.0.ZU;2-5
Abstract
We extend the conventional cointegrated VAR model to allow for general nonl inear deterministic trends. These nonlinear trends can be used to model gra dual structural changes in the intercept term of the cointegrating relation s. A general asymptotic theory of estimation and statistical inference is r eviewed and a diagnostic test for the correct specification of an employed nonlinear trend is developed. The methods are applied to Finnish interest-r ate data. A smooth level shift of the logistic form between the own-yield o f broad money and the short-term money market rate is found appropriate for these data. The level shift is motivated by the deregulation of issuing ce rtificates of deposit and its inclusion in the model solves the puzzle of t he "missing cointegration vector" found in a previous study.