Abstract
The paper studies the information contents embedded in the trading volume within microstructural setup. I propose a general state-observation model between the latent variable and the observable trading volume. Based on it, a nonlinear statistical method is presented to extract information concerning the latent variable by recursively analyzing the dynamic structure of its marked point observation process.
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