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A comparison of some structural models of private information arrival

We show that the PIN and the Duarte and Young (2009) (APIN) models do not match the variability of noise trade in the data and that this limitation has severe implications for how these models identify private information. We examine two alternatives to these models, the Generalized PIN model (GPIN)...

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Bibliographic Details
Published in:Journal of financial economics 2020-03, Vol.135 (3), p.795-815
Main Authors: Duarte, Jefferson, Hu, Edwin, Young, Lance
Format: Article
Language:English
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Summary:We show that the PIN and the Duarte and Young (2009) (APIN) models do not match the variability of noise trade in the data and that this limitation has severe implications for how these models identify private information. We examine two alternatives to these models, the Generalized PIN model (GPIN) and the Odders-White and Ready (2008) model (OWR). Our tests indicate that measures of private information based on the OWR and GPIN models are promising alternatives to the APIN’s Adj.PIN and PIN.
ISSN:0304-405X
1879-2774
DOI:10.1016/j.jfineco.2019.08.005