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Algorithmic Trading of Pairs / Algoritmické obchodování párů

Pair trading is a well-known strategy based on statistical arbitrage. This strategy uses a short-term deviation from the mean value of the price ratio of two highly correlated stocks from the same sector as the opportunity to open a position. When ratio returns to its mean value again, the position closes. This strategy has been used for many years and the main outcome of this thesis was to test whether this strategy can be profitable even in current market conditions. For that purpose, data ranging from 2010 to April 2017 on all stocks included in the S&P 500 index were used. It was subsequently found that a pair trading strategy generated 25x higher absolute profit in comparison to random agent. Thus, it can still be considered as a profitable strategy.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:360578
Date January 2017
CreatorsRazumňak, Michal
ContributorsStádník, Bohumil, Fučík, Vojtěch
PublisherVysoká škola ekonomická v Praze
Source SetsCzech ETDs
LanguageEnglish
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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