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Technical Analysis
Regen, Ondřej ; Heliová, Martina (referee) ; Novotná, Veronika (advisor)
This master’s thesis deals with automated trading systems based on chosen trading strategies, their testing and inputs optimization. The work begins with a theoretical basis for subsequent practical part, where is the solution process illustrated. In conclusion, final evaluation of results is performed and recommendations for the future are mentioned.
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Technical Analysis of Selected Stocks
Novotná, Vendula ; Zerzánek, Ivan (referee) ; Sojka, Zdeněk (advisor)
This master’s thesis deals with the technical analysis of Starbucks Corporation, Vodafone Group, Apple and Autodesk stocks, which are tradeable at stock market NASDAQ. At the beginning, this work focuses on theoretical materials, which are then used for elaborating three trading systems and their testing on selected stocks. Conclusion of this thesis contains a selection of trading system for each stock on selected period of time.
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Proposal of an Automated Trading System for a Retail Investor
Maštalíř, Adam ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
The aim of the diploma thesis Proposal of an automated trading system for a retail investor is to propose and create an automated trading system in the forex foreign exchange market environment. Basing on an analysis of the current scientific knowledge about the topic and greatly focusing on stability and profitability of the system, a functional automated trading system fit for a retail investor is proposed. A practical application of this system on a portfolio of selected currency pairs is included in the thesis.
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Design and Optimization of Automated Trading System on the Currency Markets
Kanoš, Petr ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
This master thesis deals with design of automated trading system for currency trading. The thesis includes testing of this system on historical data and its optimization for achieving stability and profit. Thesis is divided into theoretical, analytical and practical part. The goal of the first part is to provide theoretical knowledge of the currency market, methods for analysis of the currency market and to define fundamental terminology. Second part describes properties of technical analysis indicators and introduces optimization and testing methods for automated trading systems. The last part is focused on design, implementation, optimization and testing of the automated trading systems.
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Adaptive Trading Strategies for Cryptocurrencies
Filip, Marek ; Perešíni, Martin (referee) ; Homoliak, Ivan (advisor)
Obchodní strategie pro kryptoměny bývají založeny na padajícím nebo stoupajícím trhu. Kámen úrazu nastává, když jsou aplikovány na špatný trend v tak nestabilním trhu, jako je ten s kryptoměnami. Tato práce se zabývá možností adaptivních obchodních strategií, které se dokáží přizpůsobit na klesající a stoupající trendy v kryptoměnovém trhu. Analyzováním ceny Bitcoinu a vytvořením metriky risku, kde se díváme na extrémy vytvořené funkce, můžeme dojít k řešení návrhu adaptivních strategií. Zkoumají se jak dlouhodobé, tak krátkodobé možnosti investování. K vyhodnocování strategií a vykreslování časových řad je vytvořen rozšířitelný program pro testování historických dat. Výsledky jsou porovnány s tradičními přístupy, jako je HODL a rebalancování, přičemž bylo zjištěno, že při použití správných kritérií se mohou více než ztrojnásobit. Práce nabízí investorům nové způsoby zisků a zároveň dává čtenářům možnost nahlédnout do tvorby (adaptivních) strategií a jejich zpětného testování v kódu. Předpokládá se, že výsledky práce budou využívány automatizovanými obchodními systémy.
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Technical Analysis
Halász, Martin ; Doubravský, Karel (referee) ; Novotná, Veronika (advisor)
This master’s thesis deals with the problems of a technical analysis and its use. The first part of thesis describes theoretical background of the technical analysis and basic concepts and principles of the currency market Forex. The second part is devoted to analyzing the current situation in the environment of currency market. The output of the thesis is a desktop application for the support of technical analysis. The design and development of the application is described in the last part of this thesis.
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Design and Optimization of the Trading Strategy in Financial Markets
Pospíšil, Petr ; Slatinský, Miroslav (referee) ; Budík, Jan (advisor)
This bachelor's thesis is concerned with the design and optimization of a trading strategy on Foreign Exchange – particularly on EURUSD currency pair. The strategy makes use of standard indicators used in technical analysis and is consequently optimized and backtested using history data. The thesis addresses both the development of such a strategy and the main pitfalls, ones with which I have came in contact with and had to solve, are discussed.
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Testing of Automated Trading Systems
Zapletal, Martin ; Vrábel, Lukáš (referee) ; Petřík, Patrik (advisor)
This thesis deals with testing of automated systems used for stock market trading. The reader acquires basic knowledge about financial markets and stock market. Subsequently, performance indicators for the whole trading system and for the prediction model used in the system are introduced. The explanation of influence of input data selection on trading system performance is the most crucial part of the paper. Selected trading system tests were done using the application, which was made as a part of this thesis. Results of these tests are also presented.
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Algorithmization for decision support
Šišlák, Petr ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The bachelor thesis is focused on the development of price indicators, which are used for effective trading on the stock exchange. Part of the work is a technical analysis of the selected currency pair at a chosen time and based on the results of create effective indicators and test them at different time intervals.
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