The influence of trend strength on directional probabilistic currency predictions

Mary E. Thomson, Dilek Önkal-Atay, Andrew C. Pollock, Alex Macaulay

Research output: Contribution to journalArticle

Abstract

An experiment is reported which compares the judgmental forecasting performance of experts and novices using simulated currency series with differing trend strengths. Analyses of directional probability forecasts reveal: (1) significant effects of trend strength on all aspects of predictive performance being studied, with evidence for the hard–easy effect where overconfidence is exhibited on weak (i.e., more difficult) trends, while underconfidence is shown on strong (i.e., less difficult) trends; (2) lower performance of experts on relative accuracy and profitability measures, reflecting experts’ resistance to strong trends; (3) better overall performance on negative trends; and (4) superior performance of composite forecasts. Possible explanations are offered for these results and future research directions are outlined.

Original languageEnglish
JournalInternational Journal of Forecasting
DOIs
Publication statusPublished - 1 Apr 2003

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Prediction
Currency
Probability forecasts
Profitability
Judgmental forecasting
Research directions
Experiment
Overconfidence
Forecasting performance

Keywords

  • forecasting
  • probability
  • judgement
  • exchange rate

Cite this

Thomson, Mary E. ; Önkal-Atay, Dilek ; Pollock, Andrew C. ; Macaulay, Alex. / The influence of trend strength on directional probabilistic currency predictions. In: International Journal of Forecasting. 2003.
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The influence of trend strength on directional probabilistic currency predictions. / Thomson, Mary E.; Önkal-Atay, Dilek; Pollock, Andrew C.; Macaulay, Alex.

In: International Journal of Forecasting, 01.04.2003.

Research output: Contribution to journalArticle

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