Based on the approach advanced by Elliott et al. (Rev. Ec. Studies. 72, 1197..1125, 2005), we analyzed whether the loss function of a sample of exchange rate forecasters is asymmetric in the forecast error. Using forecasts of the euro/dollar exchange rate, we found that the shape of the loss...

Using forecasts of the Brazilian real and the Mexican peso, we analyze the shape of the loss function of exchange-rate forecasters and the rationality of their forecasts. We find a substantial degree of cross-sectional heterogeneity with respect to the shape of the loss function. While some...

Rational Expectations (RE) models have two crucial dimensions: agents correctly forecast future prices given all available information, and given expectations, agents solve optimization problems and these solutions in turn determine actual price realizations. Experimental testing of such models...

Temporal climate risk weighs heavily on many of the world’s poor. Model-based climate forecasts could benefit such populations, provided recipients use forecast information to update climate expectations. We test whether pastoralists in southern Ethiopia and northern Kenya update their...

We investigate the “law of small numbers” using a unique panel data set on lotto gambling. Because we can track individual players over time, we can measure how they react to outcomes of recent lotto drawings. We can therefore test whether they behave as if they believe they can predict...

This paper extends the study of Herrmann and Thomas (2005) on granularity in analyst forecasts at multiples of nickels and finds that forecasts at multiples of nickels are more optimistic, and induce weaker market responses. Granularity in analyst forecasts combined with managers’ incentive to...

This paper aims at evaluating individual expectation accuracy of professional forecasters for 57 U.S., European, and German macroeconomic indicators over the period 1999-2010. The empirical analysis shows that initial announcements are partly considerably revised, and that some revisions occur...

In most games, for equilibrium to result, players need to forecast the equilibrium strategies of others. We elicit forecasts of outcomes in a series of hawk-dove (aka chicken) games played by other players. We ask whether these forecasts are consistent with any correlated equilibrium of a class...

Discrimination is a pervasive aspect of modern society and human relations. Statistical discrimination theory suggests that profit-maximizing employers should use all the information about job candidates, including information about group membership (e.g., race or gender), to make accurate...

We report the results of the first large-scale, long-term, experimental test between two crowd sourcing methods – prediction markets and prediction polls. More than 2,400 participants made forecasts on 261 events over two seasons of a geopolitical prediction tournament. Some forecasters traded...