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This paper presents a critique and revision of a well-known Bayesian model of market microstructure behaviour. The existing behavioural model allows for a very limited form of information processing and results in an associated empirical form, which does not adequately account for the time-series dynamics of high-frequency transaction-price-returns and trades. The existing approach also fails to identify...
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