The profitability of the Technical Analysis
Název práce: | The profitability of the Technical Analysis |
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Autor(ka) práce: | Welp, Monja |
Typ práce: | Diploma thesis |
Vedoucí práce: | Brůna, Karel |
Oponenti práce: | Dudzich, Viktar |
Jazyk práce: | English |
Abstrakt: | Previous studies do not provide consistent results regarding the profitability of technical trading rules in the foreign exchange market. While many studies using data up to the early 1990s report significant abnormal returns, more recent studies provide evidence that technical trading profits have declined over decades. This paper provides a comprehensive empirical investigation on the profitability of technical trading rules. Using daily data over a sample period of 15 years from 2006 to 2020, a universe of 110 rules is applied to two currencies quoted against U.S. dollar including one developed market currency (Euro) and one emerging market currency (Mexican Peso). Results show that profit opportunities from trading rules for both currency markets still exist, although these profits vary among currencies, between different strategies and among sub samples. Findings suggest that rules based on more complex indicators perform better and the performance for both traditional and more complex rules is greater in the emerging currency market. A sub sample analysis also provides evidence of an upward trend in the performance of trading rules for the Mexican Peso, while for the Euro an increasing profitability is documented for complex rules and a downward trend for traditional rules. The findings can be explained from a microstructure perspective and are consistent with the adaptive market hypothesis. |
Klíčová slova: | technical trading rules; foreign exchange; exchange rate; adaptive market hypothesis; microstructure approach; technical analysis |
Název práce: | The profitability of the Technical Analysis |
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Autor(ka) práce: | Welp, Monja |
Typ práce: | Diplomová práce |
Vedoucí práce: | Brůna, Karel |
Oponenti práce: | Dudzich, Viktar |
Jazyk práce: | English |
Abstrakt: | Previous studies do not provide consistent results regarding the profitability of technical trading rules in the foreign exchange market. While many studies using data up to the early 1990s report significant abnormal returns, more recent studies provide evidence that technical trading profits have declined over decades. This paper provides a comprehensive empirical investigation on the profitability of technical trading rules. Using daily data over a sample period of 15 years from 2006 to 2020, a universe of 110 rules is applied to two currencies quoted against U.S. dollar including one developed market currency (Euro) and one emerging market currency (Mexican Peso). Results show that profit opportunities from trading rules for both currency markets still exist, although these profits vary among currencies, between different strategies and among sub samples. Findings suggest that rules based on more complex indicators perform better and the performance for both traditional and more complex rules is greater in the emerging currency market. A sub sample analysis also provides evidence of an upward trend in the performance of trading rules for the Mexican Peso, while for the Euro an increasing profitability is documented for complex rules and a downward trend for traditional rules. The findings can be explained from a microstructure perspective and are consistent with the adaptive market hypothesis. |
Klíčová slova: | technical analysis; technical trading rules; foreign exchange; exchange rate; adaptive market hypothesis; microstructure approach |
Informace o studiu
Studijní program / obor: | Finance and Accounting |
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Typ studijního programu: | Magisterský studijní program |
Přidělovaná hodnost: | Ing. |
Instituce přidělující hodnost: | Vysoká škola ekonomická v Praze |
Fakulta: | Fakulta financí a účetnictví |
Katedra: | Katedra měnové teorie a politiky |
Informace o odevzdání a obhajobě
Datum zadání práce: | 8. 12. 2021 |
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Datum podání práce: | 29. 4. 2022 |
Datum obhajoby: | 1. 6. 2022 |
Identifikátor v systému InSIS: | https://insis.vse.cz/zp/79025/podrobnosti |