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Míry podobnosti pro nominální data v hierarchickém shlukování
Šulc, Zdeněk ; Řezanková, Hana (advisor) ; Šimůnek, Milan (referee) ; Žambochová, Marta (referee)
This dissertation thesis deals with similarity measures for nominal data in hierarchical clustering, which can cope with variables with more than two categories, and which aspire to replace the simple matching approach standardly used in this area. These similarity measures take into account additional characteristics of a dataset, such as frequency distribution of categories or number of categories of a given variable. The thesis recognizes three main aims. The first one is an examination and clustering performance evaluation of selected similarity measures for nominal data in hierarchical clustering of objects and variables. To achieve this goal, four experiments dealing both with the object and variable clustering were performed. They examine the clustering quality of the examined similarity measures for nominal data in comparison with the commonly used similarity measures using a binary transformation, and moreover, with several alternative methods for nominal data clustering. The comparison and evaluation are performed on real and generated datasets. Outputs of these experiments lead to knowledge, which similarity measures can generally be used, which ones perform well in a particular situation, and which ones are not recommended to use for an object or variable clustering. The second aim is to propose a theory-based similarity measure, evaluate its properties, and compare it with the other examined similarity measures. Based on this aim, two novel similarity measures, Variable Entropy and Variable Mutability are proposed; especially, the former one performs very well in datasets with a lower number of variables. The third aim of this thesis is to provide a convenient software implementation based on the examined similarity measures for nominal data, which covers the whole clustering process from a computation of a proximity matrix to evaluation of resulting clusters. This goal was also achieved by creating the nomclust package for the software R, which covers this issue, and which is freely available.
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Use of Interest Rate Models for Interest Rate Risk Management in the Czech Financial Market Environment
Cíchová Králová, Dana ; Arlt, Josef (advisor) ; Cipra, Tomáš (referee) ; Witzany, Jiří (referee)
The main goal of this thesis is to suggest an appropriate approach to interest rate risk modeling in the Czech financial market environment in various situations. Three distinct periods are analyzed. These periods, which are the period before the global financial crisis, period during the financial crisis and in the aftermath of the global financial crisis and calming subsequent debt crisis in the eurozone, are characterized by different evaluation of liquidity and credit risk, different relationship between financial variables and market participants and different degree of market regulations. Within this goal, an application of the BGM model in the Czech financial market environment is crucial. Use of the BGM model for the purpose of predicting a dynamics of a yield curve is not very common. This is firstly due to the fact that primary use of this model is a valuation of interest rate derivatives while ensuring the absence of arbitrage and secondly its application is relatively difficult. Nevertheless, I apply the BGM model to obtain predictions of the probability distributions of interest rates in the Czech and eurozone market environment, because its complexity, direct modeling of a yield curve based on market rates and especially a possibility of parameter estimation based on current swaptions volatilities quotations may lead to a significant improvement of predictions. This improvement was also confirmed in this thesis. Use of swaptions volatilities market quotations is especially useful in the period of unprecedented mone- tary easing and increased number of central banks and other regulators interventions into financial markets that occur after the financial crisis, because it reflects current market expectations which also include future interventions. As a consequence of underdevelopment of the Czech financial market there are no market quotations of Czech koruna denominated swaptions volatilities. I suggest their approximations based on quotations of euro denominated swaptions volatilities and also using volatilities of koruna and euro forward rates. Use of this approach ensures that predictions of the Czech yield curve dynamics contain current market expectations. To my knowledge, any other author has not presented similar application of the BGM model in the Czech financial market environment. In this thesis I further predict a Czech and Euro area money market yield curve dynamics using the CIR and the GP models as representatives of various types of interest rates models to compare these predictions with BGM predictions. I suggest a comprehensive system of three criteria, based on comparison of predicti- ons with reality, to describe a predictive power of selected models and an appropria- teness of their use in the Czech market environment during different situations in the market. This analysis shows that predictions of the Czech money market yield curve dynamics based on the BGM model demonstrate high predictive power and the best 8 quality in comparison with other models. GP model also produces relatively good qua- lity predictions. Conversely, predictions based on the CIR model as a representative of short rate model family completely failed when describing reality. In a situation when the economy allows negative rates and there is simultaneously a significant likelihood of their implementation, I recommend to obtain predictions of Czech money market yield curve dynamics using GP model which allows existence of negative interest rates. This analysis also contains a statistical test for validating the predictive power of each model and information on other tests. Berkowitz test rejects a hypothesis of accurate predictions for each model. However, this fact is common in real data testing even when using relatively good model. This fact is especially caused by difficult fulfilment of test conditions in real world. To my knowledge, such an analysis of the predictive power of selected interest rate models moreover in the Czech financial market environment has not been published yet. The last goal of this thesis is to suggest an appropriate approach to obtaining pre- dictions of Czech government bonds risk premium dynamics. I define this risk premium as a difference between government bond yields and fixed rate of CZK IRS with the same length. I apply the GP model to describe the dynamics of this indicator of the Czech Republic credit risk. In order to obtain a time series of the risk premium which are necessary for estimation of GP model parameters I firstly estimate yield curves of Czech government bonds using Svensson model for each trading day since 2005. Resulting si- mulations of risk premium show that the GP model predicts the real development of risk premiums of all maturities relatively well. Hence, the proposed approach is suitable for modeling of Czech Republic credit risk based on the use of information extracted from financial markets. I have not registered proposed approach to risk premium modeling moreover in the Czech financial market environment in other publications.
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Communications Intercultural Aspect in Working Environment of a chosen Firm
Jenšovský, Šimon ; Hiršová, Miloslava (advisor) ; Balgová, Dagmar (referee)
The thesis covers cultural differences among employees of a multi-national corporation in relation to communication and task execution. Thesis aims to construct a theoretical framework to map these cultural differences and apply gathered insights in practical research targeting the effect of cultural differences on communication and task execution. Research questionnaire replicates Hofstede's work and also builds on practical application of Hofstede's work by several authors. Research data were gathered via digital questionnaire. Data refinement and evaluation was conducted using frequency description and statistical methods of structure comparison. The thesis provides a set of practical recommendations as a result. These are aimed to help reduce or possibly eliminate negative effects of cultural differences in the workplace.
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Case Study - Divorce and its conditions
Kopecká, Veronika ; Spirit, Michal (advisor) ; Jansa, Viktor (referee)
This bachelor thesis centers around divorce issues and its circumstances, which is illustratively demostrated on a real life scenario. For meeting my aims, that is to introduce and characterise divorce as a phenomenon with huge amount of negative social-economical and social-psychological results including causes and mechanisms of divorced family and breakup of marriage, I used a literature that examines this area, followed by comparison of acquired data with a case study. In this thesis, an assumption of negative results of a divorce has been comfirmed, but so has the work of a state to effectively separate a married couple. The benefit of this thesis lies in an opportunity to get acquinted with requisities of a divorced marriage and should the reader be in similar situation when a divorce is imminent or planned for, he can take proper steps by familiarizing with circumstances and results of a divorce.
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Spain as a tourist destination
Zbořilová, Kristýna ; Abrhám, Josef (advisor) ; Havlíčková, Blanka (referee)
This Bachelor's Thesis deals with tourism in Spain. The topic is quite broad so the main aim of the thesis is to evaluate tourism in two significantly different regions - Andalusia and Basque Country. The first chapter defines terms related to tourism that are essential to coherently understand this thesis. For example, this part defines the term tourism and its typology. The second chapter focuses on tourism in all of Spain. In particular, Spain is described in terms of history and how tourism is evaluated. In addition, Spain's most attractive places are presented. The second to last, and final chapter are similar in structure in order to perform a comparison of the chapters. The first part of both chapters describes the regions. Then, tourism is evaluated by using statistics from incoming tourists. Finally, SWOT analysis is used to comprehensively evaluate the previously mentioned information.
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Financial analysis of company SMS finanční poradenství, a.s.
Kawulok, Marek ; Sieber, Patrik (advisor) ; Pernica, Karel (referee)
The aim of the Bachelor´s Thesis Financial analysis of company SMS finančnní poradenství, a.s. is evaluation of the financial situation of the company based on data from 2011 to 2014. The Thesis consists of theoretical and practical part. Theoretical part contains the methodology of financial analysis as well as procedures for calculating each indicator. Practical part contains application of approaches presented in theoretical part and comparison of the company´s results with the major competitors.
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Consumers protection during the process of contracting
Kakáčková, Tereza ; Švarc, Zbyněk (advisor) ; Kříž, Radim (referee)
The main purpose of diploma thesis - Consumers protection during the process of contracting - was to analyze the consumer protection legislation at national level and European level. Thesis deals with consumers protection during the process of contracting in Czech Republic with closer focus on distance contracts and off-premises contracts. The general part of thesis provides a comprehensive insight into the private, public and European regulation of consumer law, as well as it summarizes basic concepts and consumer contracts more in detail. Two chapters of the general part are devoted to the distance contracts and to the off-premises contracts. Analytical part of thesis is based on quantitative research made by me. These results are compared with the results of two European surveys (Eurobarometers). The aim of the research was to define the attitude of Czech consumers to the consumer law, protection of the consumer rights and also find out more about their approach within the distance contracts.
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Comparison of Business Intelligence implementation using open source solutions for middle size companies
Schmidt, Róbert ; Maryška, Miloš (advisor) ; Sládek, Pavel (referee)
The main goal of master thesis is to analyze and propose possible low cost Business Intelligence solution with open source technologies and comparison of available tools for implementation in middle size company. We compare Pentaho and Jaspersoft tools implemented on local hardware and cloud environment with Microsoft Azure services. The theoretical part focuses mainly on understanding the business intelligence and its architecture, because architecture is an important part of the work. Actual tools are designed as stand alone modules for specific activities in the business intelligence lifecycle. Low cost tools are often connected with open source technologies and cloud computing. This part of the work contains explanation of these terms and their advantages and disadvantages for our chosen target group of companies. The analytical part includes defined parameters by which it is conducted analysis of tools and their comparison. Business Intelligence solutions are divided according to arcitectural layers. The evaluation criteria are divided into financial, technical and user category. In conclusion, chosen tools are compared and evaluated. The main contribution of this thesis is comparison of open source business intelligence tools for implementation in middle size company. According to the EU directive, middle size company does not exceed 250 employees or profit is less than 50 million euros. The reader can compare the different solutions and their pitfalls or shortcomings that could be critical for the implementation.
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Bank fees in Czech Republic
Burešová, Adéla ; Steininger, Michal (advisor) ; Eva, Eva (referee)
This thesis deals with bank fees in the Czech Republic, which has been a topical issue in recent years. The objective of this thesis is to analyse and compare bank fees in the Czech Republic. It also aims to evaluate selected bank fees in terms of their importance for generating profit for the banks as well as from the clients perspective. The introduction to the theoretical part describes the basic characteristics of the banking system. The thesis then presents bank products and services, bank fees and the bank fee policy. The work includes a survey and analysis of the banking market in term of banking institutions in the years 2007 to 2014. It also includes a financial analysis for the years 2007 to 2015 and an analysis of the banking market from the perspective of the client, which compares selected banking institutions on the basis of charges and selected banking products based on fees. It defines three sample groups for which the most suitable banking products and banking institutions are recommended. In conclusion, the results are formulated together with recommendations for banks and clients. For the client Student came out best a current account UniCredit Bank, U Konto for youngsters. The Active client is also recommended by UniCredit Bank with banking product of U Konto. For target group Pensioner is the most suitable banking institution mBank where the monthly cost is CZK 70. The client can save thousands of CZK per year by making the right choice.
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Optical frequency references
Hrabina, Jan
Optical frequency references based on absorption cells represent a traditional and essential tool for frequency locking of precise laser standards. One of the most often used absorption media is a molecular iodine 127I2, which offers a rich atlas of strong and narrow absorption lines across mostly whole visible part of optical spectrum. The main disadvatage of this media can be seen in its high corrosivity and sensitivity to presence of foreign substances. This contribution is oriented to comparison of possible measurement methods for bulk- and also optical fiber- based iodine absorption cells quality and chemical purity testing.\n\n
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