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Testing Forecast Rationality for Measures of Central Tendency

Timo Dimitriadis1; Andrew J. Patton2; Patrick Schmidt3

1 Alfred-Weber-Institute for Economics, Heidelberg University and Heidelberg Institute for Theoretical Studies, Heidelberg, Germany [email protected] · 2 Department of Economics, Duke University, Durham, USA [email protected] · 3 University of Zurich, Zurich, Switzerland [email protected]

The Review of Economics and Statistics 2024 open access

Abstract Rational respondents to economic surveys may report as a point forecast any measure of the central tendency of their predictive distribution, e.g. the mean, median, or mode. We propose tests of forecast rationality when the measure used by the respondent is unknown. We overcome an identification problem that arises when the centrality measures are in a local neighborhood of each other, as is the case for approximately symmetric distributions. We apply our tests to income forecasts from the FRBNY's Survey of Consumer Expectations. We find these forecasts are rationalizable as mode forecasts, but not as mean or median forecasts.

DOI
10.1162/rest_a_01535
Pages
1-45
Language
en
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