Arbeitspapier
Regime-switching global vector autoregressive models
The purpose of the paper is to develop a Regime-Switching Global Vector Autoregressive (RS-GVAR) model. The RS-GVAR model allows for recurring or non-recurring structural changes in all or a subset of countries. It can be used to generate regime-dependent impulse response functions which are conditional upon a regime-constellation across countries. Coupling the RS and the GVAR methodology improves out-of-sample forecast accuracy significantly in an application to real GDP, price inflation, and stock prices.
- Sprache
-
Englisch
- Erschienen in
-
Series: ECB Working Paper ; No. 1569
- Klassifikation
-
Wirtschaft
Multiple or Simultaneous Equation Models: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
General Aggregative Models: Forecasting and Simulation: Models and Applications
Financial Institutions and Services: General
- Thema
-
forecasting and simulation
Global macroeconometric modeling
nonlinear modeling
Regime switching
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Binder, Michael
Gross, Marco
- Ereignis
-
Veröffentlichung
- (wer)
-
European Central Bank (ECB)
- (wo)
-
Frankfurt a. M.
- (wann)
-
2013
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:43 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Binder, Michael
- Gross, Marco
- European Central Bank (ECB)
Entstanden
- 2013