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The Use of Models in Producing OECD Macroeconomic Forecasts
David Turner
This paper firstly describes the role of models in producing OECD global macroeconomic forecasts; secondly, reviews the OECD's forecasting track record; and finally, considers the relationship between forecast performance and models. OECD forecasts are not directly generated from a single global model, but instead rely heavily on expert judgment which is informed by inputs from a range of different models, with forecasts subjected to repeated peer review. For the major OECD economies, current year GDP growth forecasts exhibit a number of desirable properties including that they are unbiased, outperform naïve forecasts and mostly identify turning points. Moreover, there is a trend improvement in current-year forecasting performance which is partly attributed to the increasing use of high frequency ‘now-casting’ indicator models to forecast the current and next quarter’s GDP. Conversely, the track record of one-year-ahead forecasts is much less impressive; such forecasts are biased, often little bette...
Topics in this document
Inflation
Bias of an estimator
Time series
International Monetary Fund
Economy
Risk
Forecasting
Economic forecasting
Macroeconomics
Recession
OECD
Gross domestic product
Great Recession
Economic growth
Root-mean-square deviation
Economics
Financial crisis of 2007–2008
Scenario planning
Output (economics)
Statistics
Interest
National accounts
Interest rate
Errors and residuals
Exchange rate
Balance of payments
Business cycle
Simulation
Output gap
Macroeconomic model
Citations
Cited by 11
other policy documents
(9 of them are from other policy sources)