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Design of Optimization Techniques for Investment Portfolio Selection of Novice Investors
Baňas, Martin ; Bartík,, Vladimír (referee) ; Doubravský, Karel (advisor)
This bachelor thesis explores the potential of quantitative optimization methods to develop innovative portfolio strategies for novice investors. By combining economic concepts with practical applications in statistics and programming, the study constructs an accessible platform using Python, particularly through various libraries, to support informed investment decisions. It concludes that these tools significantly improve the ability of inexperienced investors to construct, understand and manage their portfolios, highlighting the potential for expanding their use for educational purposes within a financial education environment.
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Investment Proposals Tool
Mikeška, Vilém ; Lerch, Tomáš (referee) ; Sládková, Jitka (advisor)
The bachelor's thesis is focused on the problems of creating the investments proposals for client of financial-advising company. The main goal of this thesis is to create a simple software which will be used by new advisors in submitting investment proposals for the clients.
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Investment strategies
Mašát, Filip ; Hurt, Jan (advisor) ; Večeř, Jan (referee)
The goal of the thesis is to explain the portfolio diversification with graph theory. It introduces needed terminology from financial mathematics and from graph theory. The described methods is used on real data and are compared with classic method where risk is measured by the standard deviation and mean absolute deviation and used criteria are based on the Markowitz approach and Sharpe ratio. The software Mathematica is used for computation and graph rendering. 1
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Computation of rate of return of unit trust
SKŮPA, Martin
Nowadays, plenty of people are in need of computation rate of return of unit trust. This is achievable by elaborating the methodology of computation of the profitability of the unit trust, taking into account the random interest rate. Profitability of different investment strategies is compared. The comparison is accompanied by graphs. There is an explanation why using this method of investment is an excellent way for individuals to get a diversified exposure in the equity market. Subsequently an appropriate portfolio composition and a short introduction to history of common business investment strategies are mentioned. Some analyses of random interest rates done by computer programme Microsoft Excel are also shown. These analyses which use specific functions such as standard deviation, average value, normal distribution and take into consideration volatility and risk lead to the final model for calculating the return on the unit trust.
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Analysis and Influences of Fundamental news on Gold Prices
Kubaštová, Magdaléna ; Fičura, Milan (advisor) ; Galuška, Jiří (referee)
This master thesis, Analysis and Influences of Fundamental news on Gold Prices deals with macroeconomic variables that drive the price of gold. This paper is divided into three chapters: Possible investment forms in gold, Fundamental analysis of commodities, and lastly Analysis of impact of strong economies and their influence on gold prices. In the first chapter, emphasis is put on the Efficient Market Theory that plays an important role in success or failure of investment strategies such as technical and fundamental analysis. The second chapter illustrates the Commitment of Traders (COT) report and how it is used as a tool to predict the movement of gold prices. This chapter also discusses other large drivers effecting gold prices such as financial and geopolitical stability, inflation, interest rates, Central Banking operations, the value of the US dollar, and other influences. The final chapter analyzes the impact of announced fundamental news in the United States, China, and Europe on the price of gold. The empirical part of this paper analysis the impact of announced fundamental news in United States, China and Europe on gold prices. With the use of the linear regression method, we can test whether the macroeconomic variables significantly influence the return on gold investments immediately after their announcement, or over long periods of time. If this new public data was calculated into gold prices directly, investors would not be able to achieve additional returns by using fundamental analysis. The major findings are summed up at the end of the last chapter.
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