Haku
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Predicting relative forecasting performance : An empirical investigation
(08.11.2018)
Bank of Finland Research Discussion Papers 23/2018
Bank of Finland Research Discussion Papers 23/2018
The relative performance of forecasting models changes over time. This empirical observation raises two questions: is the relative performance itself predictable? If so, can it be exploited to improve forecast accuracy? ...
From waves to rates: enhancing inflation forecasts through combinations of frequency-domain models
(03.01.2025)
Bank of Finland Research Discussion Papers 1/2025
Bank of Finland Research Discussion Papers 1/2025
This paper addresses the challenge of inflation forecasting by adopting a thick modeling approach that integrates forecasts from time- and frequency-domain models. Frequency-domain models excel at capturing long-term trends ...
Forecasting inflation : The sum of the cycles outperforms the whole
(07.01.2026)
Bank of Finland Research Discussion Papers 1/2026
Bank of Finland Research Discussion Papers 1/2026
Inflation dynamics reflect forces operating at different cycles, from short-lived shocks to longterm structural trends. We introduce the sum-of-the-cycles (SOC) method, which exploits this multifrequency structure of ...


