Pricing and arbitrage in cryptocurrency markets
Name
1098172742-MIT.pdf
Size
1.39 MB
Format
Adobe PDF
Checksum (MD5)
cc1cdeee7afbe28cf09f2a182b107838
Author(s)
Hajare, Neel(Neel A.)
Advisor(s)
Haoxiang Zhu.
Date Issued
2018
Publisher
Massachusetts Institute of Technology
Abstract
Cryptocurrencies have garnered an increasing amount of attention and grown dramatically in value. Like financial assets, they are traded continuously across a number of exchanges. This thesis presents the design and implementation of a system for real-time data collection of pricing and trading activity for four cryptocurrencies across three exchanges. Using the data collected for the US Dollar to cryptocurrency order books from May 4, 2018 to May 9, 2018 we find that arbitrage opportunities exist in 0.03% to 40.38% of five-second intervals depending on the specific cryptocurrency and exchanges considered. Analysis of the signed trading volume shows that trading behavior differs in the presence of these arbitrage opportunities, but we find only weak evidence suggesting that market participants actively exploit such opportunities on sub-minute timescales.
Description
This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.
Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2018
Cataloged from student-submitted PDF version of thesis.
Includes bibliographical references (pages 149-154).
Subjects
Electrical Engineering and Computer Science.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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