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Real Time Representation of the UK Output Gap in the Presence of Trend Uncertainty

Anthony Garratt (), Kevin Lee (), Emi Mise and Kalvinder Shields

No 618, Birkbeck Working Papers in Economics and Finance from Birkbeck, Department of Economics, Mathematics & Statistics

Abstract: This paper describes an approach that accommodates in a coherent way three types of uncertainty when measuring the output gap. These are trend uncertainty (associated with the choice of model and de-trending technique), estimation uncertainty (with a given model) and data uncertainty (associated with the reliability of data). The approach employs VAR models to explain real time measures and realisations of output series jointly along with Bayesian-style ‘model averaging’ procedures. Probability forecasts provide a comprehensive representation of the output gap and the associated uncertainties in real time. The approach is illustrated using a real time dataset for the UK over 1961q2 — 2005q4.

Keywords: Output gap; real time data; revisions; Hodrick-Prescott trend; exponential smoothing trend; moving average trend; model uncertainty; probability forecasts. (search for similar items in EconPapers)
JEL-codes: E52 E58 (search for similar items in EconPapers)
Date: 2006-12
New Economics Papers: this item is included in nep-cba, nep-ecm, nep-ets, nep-for and nep-mac
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3)

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https://eprints.bbk.ac.uk/id/eprint/26925 First version, 2006 (application/pdf)

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