T. Ehrbeck et R. Waldmann, WHY ARE PROFESSIONAL FORECASTERS BIASED - AGENCY VERSUS BEHAVIORAL EXPLANATIONS, The Quarterly journal of economics, 111(1), 1996, pp. 21-40
Professional forecasters may not simply aim to minimize expected squar
ed forecast errors. In models with repeated forecasts the pattern of f
orecasts reveals valuable information about the forecasters even befor
e the outcome is realized. Rational forecasters will compromise betwee
n minimizing errors and mimicking prediction patterns typical of able
forecasters. Simple models based on this argument imply that forecasts
are biased in the direction of forecasts typical of able forecasters.
Our models of strategic bias are rejected empirically as forecasts ar
e biased in directions typical of forecasters with large mean squared
forecast errors. This observation is consistent with behavioral explan
ations of forecast bias.