Forecasting breaks and forecasting during breaks
Success in accurately forecasting breaks requires that they are predictable from relevant information available at the forecast origin using an appropriate model form, which can be selected and estimated before the break. To clarify the roles of these six necessary conditions, we distinguish between the information set for 'normal forces' and the ones for 'break drivers', then outline sources of potential information. Relevant non-linear, dynamic models facing multiple breaks can have more candidate variables than observations, so we discuss automatic model selection. As a failure to accurately forecast breaks remains likely, we augment our strategy by modelling breaks during their progress, and consider robust forecasting devices.
|Date of creation:||01 Feb 2011|
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- Eitrheim, Øyvind & Teräsvirta, Timo, 1995.
"Testing the Adequacy of Smooth Transition Autoregressive Models,"
SSE/EFI Working Paper Series in Economics and Finance
56, Stockholm School of Economics.
- Eitrheim, Oyvind & Terasvirta, Timo, 1996. "Testing the adequacy of smooth transition autoregressive models," Journal of Econometrics, Elsevier, vol. 74(1), pages 59-75, September.
- Enrica Detragiache & Asli DemirgÃ¼Ã§-Kunt, 1999.
"Monitoring Banking Sector Fragility; A Multivariate Logit Approach,"
IMF Working Papers
99/147, International Monetary Fund.
- Demirguc, Asli & Detragiache, Enrica, 2000. "Monitoring Banking Sector Fragility: A Multivariate Logit Approach," World Bank Economic Review, World Bank Group, vol. 14(2), pages 287-307, May.
- Professor E. Philip Davis, 2001. "Some evidence on financial factors in the determination of aggregate business investment for the G7," NIESR Discussion Papers 187, National Institute of Economic and Social Research.
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