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Failure of Calibration is Typical

Published 20 Jun 2013 in math.ST, stat.ML, and stat.TH | (1306.4943v1)

Abstract: Schervish (1985b) showed that every forecasting system is noncalibrated for uncountably many data sequences that it might see. This result is strengthened here: from a topological point of view, failure of calibration is typical and calibration rare. Meanwhile, Bayesian forecasters are certain that they are calibrated---this invites worries about the connection between Bayesianism and rationality.

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