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Testing of Indicators for Technical Analysis in Stock Market Trading
Kaděra, Miroslav ; Hrubý, Martin (referee) ; Rozman, Jaroslav (advisor)
The topic of this thesis is testing of indicators for technical analysis, done from the point of view of their suitability for automatic stock market trading systems. The thesis tests behaviour of simple moving average, exponential moving average and the RSI indicator. A simple automatic trading system was made for each indicator. Profitability of the system was tested for various parameters of the used indicator. The testing was realized using real historical data of more than ten years historical period. The results show that profitability of the system can be increased by tens of percent. Even though for stable profitable trading the trader should work out a lot of other rules than just indicator parameters.
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Automatic Trading System for Currency Pairs Using Technical Analysis
Padyšák, Jan ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
The aim of this work is to create an automated trading system for trading currency pairs using technical indicators and technical analysis. The proposed trading system is tested and optimized on historical price data. To verify the robustness of the proposed system was used walk-forward analysis. Automatic trading system also uses rules for position sizing and risk management of open positions. Created system is profitabel on historical price data and also in the walk-forward analysis.
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The investment models in an environment of financial markets
Barva, David ; Pantůčková, Zdena (referee) ; Budík, Jan (advisor)
This master thesis evaluates about investing in the currency market, commonly known as Forex. The master thesis is primarily deal with proposal of automated trading system for trading in major currency pairs using breakout strategies. These strategies creation is based on market analysis, volatility, correlation and analysis revealing patterns of time during the trading day. In practical part is formed diversified investment portfolio composed of five investment profitable strategies, which were used during four-month testing period on unknown market data.
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Technical Analysis
Spáčil, Přemysl ; Budík, Jan (referee) ; Novotná, Veronika (advisor)
This master’s thesis is focused on the development, optimization and testing automated trading systems (ATS) using technical analysis. The first part, which describes mainly theoretical background, is followed by the practical part. This section deals with designing workflow for the development of ATS. Outcome of this thesis is portfolio of strategies that can be traded on e-mini markets. Some systems have been designed in Adaptrade Builder using genetic algorithms, while all testing was performed in TradeStation platform.
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Investment Strategy Based on Bollinger Bands
Borek, Martin ; Horinová, Jana (referee) ; Budík, Jan (advisor)
This thesis deals with the automatization and comparison of two different strategies for the forex markets, based on the indicator, one from the tools of technical analysis, called Bollinger Bands. Both strategies are first optimized and then compared. Automatization of strategies will be implemented by? using the Meta Quotes Language for MetaTrader broker and its testing will be done on historical data. The goal with this thesis is the operational objective application of the better strategy in the environment of real market.
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Technical Analysis
Kosek, Lukáš ; Doubravský, Karel (referee) ; Novotná, Veronika (advisor)
This thesis deals with problems of the technical analyses and its usage during creation of the automated trading systems. Theoretical section explains the basic principles of functioning of the monetary market (Forex) and includes technical indicators. Portfolio of strategies, as output of this work, was applied onto monetary pairs of Euro/American dollar and British pound/American dollar. Computer program Adaptrade Builder was used for proposed commercial strategies with help of the genetic algorithms and subsequently tested on the MetaTrader 4 commercial platform.
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Automatic Trading System Based on Breakout Strategy and Public Fundamental Data
Mičulka, Václav ; Dostál, Petr (referee) ; Budík, Jan (advisor)
This thesis focuses on design, implementation and optimalization of automated trading system based on breakout strategy and public fundamental data wich trades on FOREX. It descripes theoretical backgroud of financial markets and especially focuces on FOREX. This automated trade system is implemented in object oriented programing paradigm for MetaTrader 5 platform. Last part of thesis is aimed at testing implemented system on historical data in order to evaluate the correctness of system and optimalizations.
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Design and Use of Automatic Trading System for Increasing Company's Capital
Kněžínek, Michal ; Suchomel, Michal (referee) ; Budík, Jan (advisor)
This diploma thesis discusses about the possibilities of investing in the capital market with a focus on the foreign exchange market. Analysis of the company, whose output is SWOT analysis, is focused on the economic justification of investments. The essence is the proposal of automatic trading systems that will automatically trade on the basis of information from the market and add value to ivested capital. This automatic trading systems are designed in analytic platform named MetaTrader and their parameters are optimized by genetic algorithms.
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