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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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Algorithmic Trading Using Twitter Data
Kříž, Jakub ; Plchot, Oldřich (referee) ; Szőke, Igor (advisor)
This master's thesis describes creation of prediction system. This system predicts future market development based on stock exchange data and twitter messages analysis. Tweets from two different sources are analysed by mood dictionaries or via recurrent neural networks. This analysis results and technical analysis of stock exchange data results are used in multilayer neural network for prediction. A business strategy is created and tested based on results of this prediction. Design and implementation of prediction system is described in this thesis. This system achieved revenue increase more than 25 % of some business strategies by tweets analysis. However this improvement applies for certain data and timeframe.
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Analysis of Market Results
Jakubík, Martin ; Hrubý, Martin (referee) ; Rozman, Jaroslav (advisor)
This thesis deals with the analysis of trading results generated by trading on the stock exchange. Introductory section explains the issue of expert advisors and position sizing models. The next section deal creation expert advisor and creation of library for position sizing models. Knowledges are analyzed in the test part of the work. Finally, we apply knowledges to automatic evaluation of risk to the trading system.
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Design of Automatic Trading System for Intraday Trading on Forex
Neřád, Václav ; Cibula, Peter (referee) ; Budík, Jan (advisor)
This diploma thesis deals with theoretical and practical aspect of the Forex market and all important information that is necessary for its understanding and trading on this market, focused on intraday trading with automated trading system. The main goal of this thesis is to create whole information source for beginner forex traders and to describe them all trading risks and the ways how to reduce these risks, for example through the using of money management and creating suitable automated trading strategy. The next part describes fundamental, technical and partly psychological analysis. This part is mainly focused on technical analysis and describing well known and the most widely used indicators of technical analysis. Based on gained knowledge, several automated intraday trading strategies suitable for small initial capital on the most liquid currency pair EUR/USD are designed, tested and evaluated. These strategies are based on technical indicators and its combinations.
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Design and Optimalization of Automatic Trading System
Boček, František ; Plaček, Marek (referee) ; Budík, Jan (advisor)
The goal of this work is to describe approaches to financial market analysis and implement chosen approaches in automatic trading system in the MetaQuote Language environment for Metatrader platform. Another objective is to optimise the designed trading system and test additional rules to achieve maximum profit during minimalization risks.
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Design and Optimalization of Automated Trading System for Currency Market
Pozník, Petr ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
The main objective of this thesis is to design and optimize an automated trading system so as to achive stable equity curve and profit. This model is tested on historical and current market data. Area of trading in the currency markets by using automated trading systems is very large and therefore the biggest focus is on current aproaches to technical analysis, automated systems and summarizes interesting ideas which are used to design my own automated strategy. After completing system design and optimization of the selected input parameters follows its testing on historical data and simulation of real market environment. In both cases the equity curve is profitable and shows a trend of steady growth.
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Building Trading System Based on Time Range Breakout
Šťastný, Filip ; Hynek, Jiří (referee) ; Holkovič, Martin (advisor)
This thesis is focused on creation of automatical trading system for Forex exchange market. System is based on time range breakout principal and highly customizable by parameters. The thesis explains basic principals of trading on Forex, a designing of the strategy, an implementation of the strategy in Easy language, optimalizations and backtesting using Multicharts platform.
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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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