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6.6. NOISE-TRADERS 19310.90.80.70.60.50.40.30.20.101 2 3 4 5 6 7 8 9 10 11 12 13 14 15PeriodFigure 6.3: Median posterior probabilities of δ = δ 0 when truth is δ = δ 1with initial prior of 0.95.errors computed from the Þrst 14 periods are -0.130, -0.114, -0.098, and-0.078.This simple example serves as an introduction to rational learningin peso-problems. However, the rapid rate at which learning takes placesuggests that a single regime switch is insufficient to explain systematicforecast errors observed over long periods of time as might be the case inforeign exchange rates. If the peso problem is to provide a satisfactoryexplanation of the data a model with richer dynamics with recurrentregime shifts, as outlined in Evans [47], is needed.⇐(124)6.6 Noise-TradersWe now consider the possibility that some market participants are notfully rational. Mark and Wu [102] present a model in which a mixture

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