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Similarity and Clustering of Banks: Application to the Credit Exposures of the Czech Banking Sector
Brechler, Josef ; Hausenblas, Václav ; Komárková, Zlatuše ; Plašil, Miroslav
After the recent events in the global financial system there has been significant progress in the literature focusing on the sources of systemic importance of financial institutions. However, the concept of systemic importance is in practice often simplified to the problem of size and contagion due to interbank market interconnectedness. Against this backdrop, we explore additional features of systemic importance stemming from similarities between bank asset portfolios and investigate whether they can contribute to the build-up of systemic risks. We propose a set of descriptive methods to address this aspect empirically in the context of the Czech banking system. Our main findings suggest that the overall measure of the portfolio similarity of individual banks is relatively stable over time and is driven mainly by large and well-established banks. However, we identified several clusters of very similar banks whose market share is small individually but which could become systemically important when considered as a group. After taking into account the credit risk characteristics of portfolios we conclude that the importance of these clusters is even higher.
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The Model of Financial Compensation for placement of a Deep Geological Repository of Radioactive Waste in the Czech republic in period from 2010 to 2016
Englerová, Anna ; Zeman, Martin (advisor) ; Vebrová, Ludmila (referee)
Author examines a way of allocation of governmental financial resources to municipalities in locations preselected for deep geological repository. She is searching for a way how to add a motivational incentive to the process of allocation of financial resources in order to improve municipalities attitude towards deep geological repository. Hypothesis, examined in this thesis, contains two related questions. It is assumed that (1) amount and structure of financial resources can significantly affect municipalities decision making and also that (2) current mechanism of allocation of compensations is ineffective and does not create sufficient incentives. Currently (end of the year 2016), negotiations between government and municipalities are in crisis despite significant financial compensation from government nuclear account to the municipalities. This thesis have potential to change municipalities negative stance on deep geological repository through motivational model of resource allocation. Theoretical part reviews basic economic background and introduces historical, sociological, technological and economic views of radioactivity and deep geological repository. In practical part author analyzes socio-economic situation, compares evolution of transfers from government to municipalities with their attitude towards deep geological repository in time and shows that current system of resource allocation does not motivate the municipalities to change their stance on deep geological repository. That confirms second part of our hypothesis. Author also proposes a motivational model of resource alllocation. She confirms its viability by comparing it with similar models from other countries, by surveying mayors of concerned municipalities and also by examining experts opinion. Verification of the model confirmed its motivational effect. By that, first assumption of our hypothesis, that structure of resource allocation can significantly affect municipalities decision making, was confirmed.
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Economic policy of National front government
Bočák, Jakub ; Szobi, Pavel (advisor) ; Chalupecký, Petr (referee)
The bachelor thesis is focused on economic policy of Czechoslovakia after 1946 up to the rejection of participation in the Marshall plan. Its hypothesis is that development of economic policy was inevitably headed for the transition to a centrally planned economy. At first it focuses on formation of National Front of Czechs and Slovaks which meant a considerable restriction of democracy. After parliamentary elections in 1946 thesis focuses on description of two-year economic plan which was an important instrument of economic policy of the National Front. The last part of thesis describes the circumstances of refusing to participate in the Marshall Plan. The main conclusion of the thesis is that due to political situation was possible other development but transition to centrally planned economy.
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Accounting Frauds in Russia
Kontsova, Anna ; Purina, Marina (advisor) ; Hora, Michal (referee)
The subject of this thesis is the characteristics and detailed classification of accounting frauds in Russia. The whole work is based on current government regulations, expert articles and statistical data related to the issue of accounting frauds. This bachelor thesis is divided into two parts: theoretical and practical. Theoretical part focuses on characteristics of the system of accounting frauds in Russia from the perspective of government regulations, indicates historical assumptions and current tendencies and presents classification of accounting frauds based on several parameters. The practical part illustrates the issue with examples of accounting frauds in two different companies and assesses their impact on economic situation in each company.
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Differences and similarities on the approaches of buyers from X and Y generations regarding sustainable procurement
Lacour, Maxime ; Štěrbová, Ludmila (advisor) ; Geniaux, Isabelle (referee)
Responsible procurement has become a real challenge for companies following the current trends of Corporate Social Responsibility (CSR) and more and more ethic-oriented customers. Differing from the concept of green procurement this concept of responsible procurement supports the willingness of companies to have ethic and sustainable supplies. The usual criteria in procurement such as price performances innovation terms and time of payment have increasingly been coupled with more ethic-oriented ones. These criteria related to ethics combine both social and environmental responsibilities of suppliers and stakeholders such as energetic savings and the possession of a particular certification. Currently many call for tenders set ecological requirements for suppliers or subcontractors even in non-strategic procurement activities. The goal of this thesis is about comparing this approach to responsible procurement between buyers from the X and Y generation: do they share the same ideas and priorities concerning responsible procurement? For both of these generations are the advantages and drawbacks of responsible procurement similar?
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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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The analysis of an impact of realised projects of the OP Prague - the competitiveness of program period 2007-2013
Kellnerová, Markéta ; Wokoun, René (advisor) ; Krejčová, Nikola (referee)
The purpose of this dissertation is to evaluate an impact of realized projects of Prague operating program The competitiveness on a development of the Prague region. Theoretical part is dedicated to formation and development of regional politics, consequent establishment of the EU and its dividing into the program periods including given aims. Subsequently, the dissertation examines the possibilities of using the funds of the EU, after, these possibilities are discussed, specifically for the CZ. Due to the fact, that it is the OP which is referred only to the capital city Prague, one chapter is given to this issue. The last section of the theoretical part is an implementation of the OP. The practical part is concerned about quantitative and financial analysis of the OP, which is divided into the program years. In the end of the practical part, an effect of the OP is totally evaluated, mainly its impact on the development of Prague through horizontal subjects and achieving of set indicators. Finally, the effect on the region of Prague is evaluated, in terms of applicants for funds.
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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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Design of processes of business department in IT company and measuring their performance
Schütz, Martin ; Oškrdal, Václav (advisor) ; Bruckner, Tomáš (referee)
The thesis deals with design of new processes of business department in IT company which provides server hosting, web hosting and domain registration services. These processes come from identification and analysis of current processes and the theory of business department management. Key Performance Indicators (KPIs) were set for selected processes which can be used for managing the company as a whole. Models of processes were created due to EPC notation. New processes were designed to continuously create data in CRM information system providing evidential and information support necessary for business department management, including the possibility of measuring its performance. Processes also automatize often repetitive activities and provide relevant information to other affected business units within the company. Contribution of the thesis lies in results of analysis of current identified processes containing solution proposals of discovered problems and newly created process models. Both can be used as a pattern for optimization of current processes in already existing organization or for designing new process models in new organization in the same or similar field of business.
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