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Dynamic Model of Market with Uninformed Market Maker
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SYSNO ASEP 0483753 Document Type J - Journal Article R&D Document Type Journal Article Subsidiary J Článek ve WOS Title Dynamic Model of Market with Uninformed Market Maker Author(s) Šmíd, Martin (UTIA-B) RID, ORCID
Kopa, Miloš (UTIA-B) RIDNumber of authors 2 Source Title Kybernetika. - : Ústav teorie informace a automatizace AV ČR, v. v. i. - ISSN 0023-5954
Roč. 53, č. 5 (2017), s. 922-958Number of pages 37 s. Publication form Print - P Language eng - English Country CZ - Czech Republic Keywords market maker ; optimal decision ; price and inventory ; high frequency data ; dynamic model Subject RIV BB - Applied Statistics, Operational Research OECD category Statistics and probability R&D Projects GBP402/12/G097 GA ČR - Czech Science Foundation (CSF) Institutional support UTIA-B - RVO:67985556 UT WOS 000423010800012 EID SCOPUS 85039712281 DOI 10.14736/kyb-2017-5-0922 Annotation We model a market with multiple liquidity takers and a single market maker maximizing his discounted consumption while keeping a prescribed probability of bankruptcy. We show that,given this setting, spread and price bias (a difference between the midpoint- and the expected fair price) depend solely on the MM’s inventory and his uncertainty concerning the fair price.Tested on ten-second data from ten US electronic markets, our model gives significant results with the price bias decreasing in the inventory and increasing in the uncertainty and with the
spread mostly increasing in the uncertainty.Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2018
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