The influence of the forecast horizon on judgemental probability forecasts of exchange rate movements

Mary E. Thomson, Andrew C. Pollock, Karen B. Henriksen, Alex Macaulay

Research output: Contribution to journalArticle

Abstract

An experiment is reported which compares directional forecasting performance of experts, novices and simple statistical models over three time horizons on a task involving probabilistic forecasts of exchange rate movements. Probability-judgement accuracy analyses illustrated no clear overall performance differences between experts and novices, but significant differences between the groups on various important components of judgement suggested that the groups obtained their similar overall scores using different cognitive strategies. Striking horizon effects and expertize-horizon interactions were also observed. The subjects performed better than a random walk forecaster, but worse than the random walk with constant drift and first-order autoregressive models. Composite human judgement, however, not only improved on individual judgement but, also, surpassed the simple statistical models in many instances. Possible explanations are offered for these results, suggestions are made for future research, and practical implications are emphasized.

Original languageEnglish
JournalEuropean Journal of Finance
DOIs
Publication statusPublished - 1 Aug 2004

Keywords

  • exchange rate movements
  • forecasting
  • probability
  • judgement

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