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Dynamic Model of Market with Uninformed Market Maker

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    SYSNO ASEP0483753
    Document TypeJ - Journal Article
    R&D Document TypeJournal Article
    Subsidiary JČlánek ve WOS
    TitleDynamic Model of Market with Uninformed Market Maker
    Author(s) Šmíd, Martin (UTIA-B) RID, ORCID
    Kopa, Miloš (UTIA-B) RID
    Number of authors2
    Source TitleKybernetika. - : Ústav teorie informace a automatizace AV ČR, v. v. i. - ISSN 0023-5954
    Roč. 53, č. 5 (2017), s. 922-958
    Number of pages37 s.
    Publication formPrint - P
    Languageeng - English
    CountryCZ - Czech Republic
    Keywordsmarket maker ; optimal decision ; price and inventory ; high frequency data ; dynamic model
    Subject RIVBB - Applied Statistics, Operational Research
    OECD categoryStatistics and probability
    R&D ProjectsGBP402/12/G097 GA ČR - Czech Science Foundation (CSF)
    Institutional supportUTIA-B - RVO:67985556
    UT WOS000423010800012
    EID SCOPUS85039712281
    DOI10.14736/kyb-2017-5-0922
    AnnotationWe 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.
    WorkplaceInstitute of Information Theory and Automation
    ContactMarkéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
    Year of Publishing2018
Number of the records: 1  

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