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Clustering and regression analysis of micro panel data
Sobíšek, Lukáš ; Pecáková, Iva (advisor) ; Komárek, Arnošt (referee) ; Brabec, Marek (referee)
The main purpose of panel studies is to analyze changes in values of studied variables over time. In micro panel research, a large number of elements are periodically observed within the relatively short time period of just a few years. Moreover, the number of repeated measurements is small. This dissertation deals with contemporary approaches to the regression and the clustering analysis of micro panel data. One of the approaches to the micro panel analysis is to use multivariate statistical models originally designed for crosssectional data and modify them in order to take into account the within-subject correlation. The thesis summarizes available tools for the regression analysis of micro panel data. The known and currently used linear mixed effects models for a normally distributed dependent variable are recapitulated. Besides that, new approaches for analysis of a response variable with other than normal distribution are presented. These approaches include the generalized marginal linear model, the generalized linear mixed effects model and the Bayesian modelling approach. In addition to describing the aforementioned models, the paper also includes a brief overview of their implementation in the R software. The difficulty with the regression models adjusted for micro panel data is the ambiguity of their parameters estimation. This thesis proposes a way to improve the estimations through the cluster analysis. For this reason, the thesis also contains a description of methods of the cluster analysis of micro panel data. Because supply of the methods is limited, the main goal of this paper is to devise its own two-step approach for clustering micro panel data. In the first step, the panel data are transformed into a static form using a set of proposed characteristics of dynamics. These characteristics represent different features of time course of the observed variables. In the second step, the elements are clustered by conventional spatial clustering techniques (agglomerative clustering and the C-means partitioning). The clustering is based on a dissimilarity matrix of the values of clustering variables calculated in the first step. Another goal of this paper is to find out whether the suggested procedure leads to an improvement in quality of the regression models for this type of data. By means of a simulation study, the procedure drafted herein is compared to the procedure applied in the kml package of the R software, as well as to the clustering characteristics proposed by Urso (2004). The simulation study demonstrated better results of the proposed combination of clustering variables as compared to the other combinations currently used. A corresponding script written in the R-language represents another benefit of this paper. It is available on the attached CD and it can be used for analyses of readers own micro panel data.
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Creation of the Enterprise Architecture model according to the TOGAF framework
Čapek, Jan ; Doucek, Petr (advisor) ; Zeman, Petr (referee)
The present diploma thesis aims at introducing the Enterprise Architecture and creating an abstract model of a company. The primary focus is on application and process layers as defined in the architecture framework TOGAF. The thesis is divided into theoretical and practical part. The theoretical chapter starts with a business model analysis which means to describe mission vision and companys values as a part of the strategy framework. Furthermore the business processes are described in the latter part of this section. This chapter attempts to explain how to map a business process and to categorize it by nature and maturity level. Penultimate chapter introduces the Enterprise Architecture in general. This section includes arguments as to why the companies should be concerned with the Enterprise Architecture advantages of the Enterprise Architecture implementation into the companys documentation relationship of companys core business and IT and examples of the Enterprise Architecture frameworks. The last chapter deals with the TOGAF framework where Architecture Development Method is described. This means how Enterprise Architecture model is created and how to implement changes into the layers according to the TOGAF framework. Simultaneously the last section of this chapter describes the reference models which provide graphical overview of all abstractions layers. The practical part of the thesis elaborates on the theoretical part using the Architecture Development Method process in order to create the Enterprise Architecture model according to TOGAF framework. Same as the theoretical part it only focuses on the application and process layer. Firstly the business model is decomposed into vision mission and companys values to the companys strategy and business goals in order to grasp further understanding of business processes detailed description. Subsequently the abovementioned aspects are recomposed to create process map which provides the management overview. The application layer undergoes the same process; nonetheless the process map is replaced by information system description and reference model creation. Once the models are created the thesis compares them with the business and strategic goals. The benefit brought by this thesis is critical evaluation of current status to propose changes to achieve target architacture according business and strategic goals established by management.
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Forms of advertising on social networks and consumer protection
Žďárský, Jiří ; Vavrečka, Jan (advisor) ; Štěpánek, Petr (referee)
The theme of this thesis are forms of advertising on social networks and consumer protection. The main informational source is above all research of specialized literature, articles, online or other sources in connection with author's own observations and analysis of the respective legislation and ultimately the comparison with author's gained professional experience. The result of this work is a comprehensive overview and introduction to the law of social networks and advertising, demonstration of the importance and significance of this topic and finally evaluation of the effectiveness of legislation that protects consumers in the environment of social networks.
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Renewable energy legislation
Kučerová, Veronika ; Štěpánek, Petr (advisor) ; Černý, Pavel (referee)
This master thesis discusses current legislation in the field of supported and renewable energy sources. At the beginning of the thesis are defined renewable energy sources from the perspective of Czech legislation and of professional view. The second part is focused on legislation regarding renewable energy sources in the European Union and the Czech Republic. Follows an overview of the support tools and legislation regarding renewable energy sources in other member states of the European Union and the current status of the set objectives related to the share of energy from renewable sources in gross final energy consumption, which have been established by Directive 2009/28/EC. At the end is summary, along with an overview of the most successful and least successful countries in terms of achieving the objective.
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The Consumer dispute resolution
Marková, Kristýna ; Švarc, Zbyněk (advisor) ; Hásová, Jiřina (referee)
The thesis deals with the consumer dispute and ways how to resolve it. The main aim of this thesis is to analyze and evaluate if disadvantages of court proceeding in the Czech republic still overweight its advantages, and thus whether the topic of alternative disputes resolution of consumer disputes is actual, then to give an overview and evaluation of alternative disputes resolution for consumer dispute which the Czech republic offers in the context of Community Law of the European Union, and finally to outline the development of future initiatives in this area.
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The role of the nurse is to aid in the improvement of the quality of life for children who have been through meningitis
ŠPAČKOVÁ, Jana
The role of the nurse is to aid in the improvement of the quality of life for children who have been through meningitis. In recent years, the issue of quality of life has become of interest in many disciplines and the general public. In health care, the quality of life is known as HRQoL - Health Related Quality of Life - loosely translated as ?the quality of life related to health?. The term of ?diagnostic quality of life in children and adolescents? is primarily used for the area of professional health care and it is an important indicator of disease severity and the outcomes of provided care. The objective of this thesis was to assess the quality of life of children who have been through meningitis, to identify the main areas in which the quality of life of these children is reduced, and to suggest nursing interventions aimed at improvements. The data collection took place in the period November 2009 - June 2010 at the Clinic for Childhood Infectious Diseases, University Hospital Brno. A qualitative research used the technique of studying written documents and, subsequently, non-standardized in-depth interviews with respondents were carried out. Prior the beginning of the qualitative survey, five research questions were established. Question 1: What kind of care and what interventions do children expect from nurses? Question 2: What kind of care and what interventions do parents expect from nurses? Question 3: How to evaluate subjectively the quality of children?s? life after meningitis as compared to the state prior the disease? Question 4: How do parents see the quality of life of their child after meningitis as compared to the state prior the disease? Question 5: In which areas is the quality of children?s life reduced most? Question 6: What nursing interventions can help nurses to improve the children?s lives? All of the questions were answered using a quantitative research method involving a standardized questionnaire named ?HEALTH AND SATISFACTION QUESTIONNAIRE?. This questionnaire is used in the project ?QOLOP? ? Quality of Life Longitudinal Study of Paediatric Oncology Patients. Hypothesis H 1 was defined prior the start of the quantitative research: The quality of life of children who have been through meningitis is lower than in healthy children. This hypothesis was not confirmed. It is clear, from what has been mentioned above, that the objective of this thesis has been met. This project will be useful in practice. The generated ?Algorithm of Initial Care for a Child with Meningitis? and ?Subsequent Care of a Child with Meningitis? should help nurses orientate and identify the basic needs of children with this disease. Moreover, this thesis can be used as a theoretical basis for the education of nursing students.
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Past and present of education of paediatric nurses and their attitudes towards their own profession
ZMEŠKALOVÁ, Stanislava
This thesis deals with the history and present state of the education of paediatric nurses and their attitudes towards their own profession. The first objective was to find out information regarding the education in the nursing profession in Bohemia, with a focus on child care, and to create an overview of the education in the profession Paediatric Nurse. The second objective was to find out about the attitudes of paediatric nurses towards their profession. Interviewed were sisters who chose the profession after finishing elementary school and underwent qualifying studies as well as nurses who chose the profession after graduating from a secondary school or university education and achieved their education through specialization studies. The last objective was to compare these two groups and to assess whether there are any differences between them. The theoretical background of the thesis defined basic concepts such as the definition of education, education in nursing, a profession, and attitude towards a profession. Documents related to education since the foundation of nursing education to the present were also used and studied. The chapters on the status of nursing staff and its employment chances focus on the development of the relationship to the profession and shaping attitudes towards it. In the research part of the thesis, the collected information related to education and derived from archival documents, literature, laws and regulations is presented. The results can be used as a basis for creating educational material focused on the history of the field and intended for the education of paediatric nurses to strengthen their identification with the profession. The thesis also presents interviews with in-service paediatric nurses where they express their views on the work in the field and their attitudes towards their profession. The results of the interviews are documented and organized so that it is possible to assess whether there are any differences between these groups. The anticipated differences can be used for further investigation focused on attitudes to the profession. Verified knowledge could then be used for training paediatric nurses aimed at creating desired attitudes towards the profession.
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Activities and functioning of New web organization
Tyl, Jan ; PROKOP, Petr (advisor) ; SULŽENKO, Jiří (referee)
Abstract
Bachelor thesis Activities and functioning of New Web organisation aims to detailed analysis of this culture network. What paths choose, how fulfills its visions, etc. Describe the formation of the organization, motivations and partial steps, which New web takes for its funcioning. How partial sections of this organism thinks and how cooperate.
Also this thesis deals with organization structure of New web. Collectively write an overview of activities this network. Uncover sources of funding. All in relation with functioning of another culture networks in Europe. Concretely IETM, Trans Europe Halles and IN SITU organizations. In conclusion wants to outline future direction of New web organization.
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Global Economy Outlook - November 2016
Česká národní banka
The November issue of Global Economic Outlook presents the regular monthly overview of recent and expected developments in selected territories, focusing on key economic variables: inflation, GDP growth, leading indicators, interest rates, exchange rates and commodity prices. In this issue, we also focus on the relationship between the Brent crude oil price and the US dollar exchange rate over the last ten years. The results show that the inverse relationship between the Brent price and the nominal effective exchange rate of the dollar still applies, helping dampen fluctuations in the dollar price of oil in “non-dollar” economies.
Fulltext:  PDF; PDF
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Cultural support in Prague's districts
Mokrá, Jolana ; KAŠPAR, David (advisor) ; PROKOP, Petr (referee)
Diploma thesis ”Cultural support in Prague's districts” focuses on a current situation in municipal strategical management and support of culture in all Prague districts. The introduction emphasises the importance of each level of government in the management and support of culture through comparing specific cultural policies. The research is divided into two parts. First one depicts how culture is being understood on the municipal level and presents an overview of existing instruments for support and planning. The second part is focused on a few municipal districts that handle their culture policy with a particular strategy and consider it to be an irreplaceable part of a local development. The second part also examines what tactics and tools these municipal districts use for a realization of their strategic goals. In conclusion, this thesis proves why the role of the local official government is so important in the developement and implementation of culture.
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