Summary:
The production index is an important indicator for assessing the cyclical state of the economy. Unfortunately, the monthly time series is contaminated by many noisy components like seasonal variations, calendar and vacation effects. Only part of those nuisance components are explicitly considered in the seasonal adjustment procedures used by statistical agencies. In this paper, we propose a more flexible specification for the seasonal and working day effects and introduce an indicator for the summer vacations effect. We allow for time-varying parameters and show that the resulting Unobserved Components Model delivers more reliable results for the trend and cycle components of the production index.
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* I am grateful to a referee and the participants of the ifo Lunchtime Seminar, the Pfingstkonferenz of the Deutsche Statistische Gesellschaft and the annual conference of the Verein für Socialpoltik for helpful comments.
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Flaig*, G. Time Series Properties of the German Production Index. Allgemeines Statistisches Arch 89, 419–434 (2005). https://doi.org/10.1007/s10182-005-0213-x
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DOI: https://doi.org/10.1007/s10182-005-0213-x