The profitability of the Technical Analysis

Název práce: The profitability of the Technical Analysis
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
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
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
Datum podání práce: 29. 4. 2022
Datum obhajoby: 1. 6. 2022
Identifikátor v systému InSIS: https://insis.vse.cz/zp/79025/podrobnosti

Soubory ke stažení

    Poslední aktualizace: