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Souvislost volatility akciových kurzů a pozice ekonomiky v hospodářském cyklu / The Connection Between Stock Market Volatility and a Position of Economy in a Business Cycle

Finding significant relation between stock markets (including omnipresent volatility) and real economy of the US, Germany, Great Britain and Japan is the main aim of this thessis. If not found it is also the final conclusion. By means of time series analysis using artificial neural networks from the beginning of 2000 till the November of 2014 was proved that the strong single -- way relation between prime stock indices and GDP of chosen economies does exist. Highest quality of prediction was proved on the American and British economy. S&P 500, FTSE and VIX indicator made a precise prediction of future economic progress in the US and Great Britain for six to nine months ahead with 71% to 86% accuracy. The artificial neural networks proved an extraordinary ability to predict chosen financial time series regardless the actual position in a business cycle.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:200023
Date January 2014
CreatorsPoláková, Soňa
ContributorsVeselá, Jitka, Krabec, Tomáš, Onder, Štěpán
PublisherVysoká škola ekonomická v Praze
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/doctoralThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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