Article ID Journal Published Year Pages File Type
5097488 Journal of Econometrics 2007 11 Pages PDF
Abstract
The first two influential books on economic forecasting are by Henri Theil [1961, second edition 1965. Economic Forecasts and Policy. North-Holland, Amsterdam] and by George Box and Gwilym Jenkins [1970. Time Series Analysis, Forecasting and Control. Holden Day, San Francisco]. Theil introduced advanced mathematical statistical techniques and considered a variety of types of data. Box and Jenkins introduced ARIMA models and how they are used to forecast. With these foundations, the field of economic forecasting has considered a wide range of techniques and models, wider and deeper information sets, longer horizons, and deeper questions including how to better evaluate all forecasts and how to disentangle a forecast, a policy, and the outcomes. Originally, forecasts were just for means (or expectations) then moved to variances, and now consider predictive distributions. Eventually, multivariate distributions will have to be considered, but evaluation will be difficult.
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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