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Diagnostics for Robust Regression: Linear Versus Nonlinear Model
Kalina, Jan
Robust statistical methods represent important tools for estimating parameters in linear as well as nonlinear econometric models. In contrary to the least squares, they do not suffer from vulnerability to the presence of outlying measurements in the data. Nevertheless, they need to be accompanied by diagnostic tools for verifying their assumptions. In this paper, we propose the asymptotic Goldfeld-Quandt test for the regression median. It allows to formulate a natural procedure for models with heteroscedastic disturbances, which is again based on the regression median. Further, we pay attention to nonlinear regression model. We focus on the nonlinear least weighted squares estimator, which is one of recently proposed robust estimators of parameters in a nonlinear regression. We study residuals of the estimator and use a numerical simulation to reveal that they can be severely heteroscedastic also for data generated from a model with homoscedastic disturbances. Thus, we give a warning that standard residuals of the robust nonlinear estimator may produce misleading results if used for the standard diagnostic tools
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Association of Idependent Theatres of the Czech Republic – Analysis and Description of the Current State
Bodoríková, Markéta ; KAŠPAR, David (advisor) ; PROKOP, Petr (referee)
The thesis is focused on newly established Association of Independent Theaters of the Czech Republic, officially using the abbreviation AND ČR. The aim of the thesis is to describe formation of the association, its current state, future plans and its functioning. The first part examines the term “independent professional theater” and briefly characterizes selected organizations from the Czech Republic and Europe with the potential to meet with the AND ČR in the cultural area in future. In the following parts were researched needs of independent professional scene in Prague and was described the needs analysis for the field of “independent” theater from the year 2013. The thesis describes the development of AND ČR, its activities up to current stage, organizational structure and future short-term plans. In the final part of the thesis, there is defined the management system of the association and established its possible improvements so the AND ČR would become the leading organization representing independent professional theaters in the Czech Republic.
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Age management
Jirásková, Barbora ; Dvořák, Marek (advisor)
This thesis processes the concept of the human resources management with respect to the age structure of employees in the intentions of the Czech Republic. In the theoretical part, there is outlined the history of the application of the principle of age management, focusing on current demographic trends, forecasts of population age structure, the aging workforce and the need to preserve the ability to work into old age. Points to the need to adapt corporate strategy, personnel management trend of an aging population. It presents ideas for the main underlying programs and legislative measures which form the basis of the latest concepts and strategic plans in the Czech Republic and Europe. The empirical part deals with a specific level of allowance organization established by TSU and two sub investigation. The first is a case study of age management staff. The resulting data are confronted with the results of a survey among employees of the organization. The second investigation are interviews with members of management and employees of the HR department on the issue of the introduction of age management, their awareness of the concept of age management, the question of age discrimination, the issue of maintaining the continuity of knowledge in the organization and their views on these topics. The outcome of this survey indicates a willingness and readiness of the organization has already received age management principles adhere to and develop further.
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Arctic tundra dendrochronology
Lehejček, Jiří ; Svoboda, Miroslav (advisor) ; Monika, Monika (referee)
Historically unprecedented environmental change in the Arctic ecosystems is often given into the context of its past and possible future development. In the region where instrumental meteorological observations are scarce archives need to be investigated in order to address this issues. The comprehensive synthesis one of the archives: long-live circumpolar evergreen Juniperus communis L. shrub is presented here. 20 individuals from southwest Greenland were investigated at the cell anatomy level to understand the ecology of the species and unhide its potential for environmental and climate reconstructions. The findings are as follows:
i) Stop of exponential cross-sectional conduit-lumen widening with increasing age is in contrast with conduit-lumen nature of trees. This indicates that shrubs do not need to saturate their water and nutrient demands via traits of classical hydraulic conductivity law but rather developed different mechanisms. Extreme weather conditions result in prostrate growth form. However, different weather factors probably influence shrub growth differently: While snow and wind act mechanically (a), temperature influences the form of growth physiologically (b). a) So long as the young shrub stem has high resilience to bend back to an upright position after snow melt and so long as it can withstand the wind during the vegetation season it most likely grows upright and the conduit-lumens widen. b) Temperature, resp. freeze-thaw events are responsible for the shrubs preference of safety (finite size of conduit-lumens) over hydraulic efficiency, thus not allowing for more primary growth. All of these (and other) factors are apparently working together and the transition of vertical to more horizontal growth is gradual. As a consequence, the conduit-lumen sizes may not have to be further increased (due to ecophysiological restrictions possibly also must not) because water is no longer transported against gravity.
ii) Observed age/growth trend has to be taken into consideration for further employment of the wood anatomical parameter in paleoenvironmental studies. That is, shrub cell parameters can only be used for this purposes if correctly detrended. This allows for more accurate as well as longer reconstructions because youth trend was often neglected in reconstructions based on shrub annual-rings.
iii) The south-western Greenland Ice-Sheet (GrIS) melt rates reconstruction is presented for the whole 20th century. This part of GrIS is considered as the most active. According to the presented reconstruction current GrIS melt rates are not uncommon for the last century being comparable to first decades of 20th century. This finding is particularly important contribution to the debate on Atlantic meridional overturning circulation (AMOC). Too high fresh water inputs into the Northern Atlantic from GrIS melting may slow down or even stop the AMOC which would result in more continental climate in Europe. Presented results indicate that this threshold lies higher than observed current melt rates of GrIS.
Fascinating Juniperus comunnis species has shown to be able to address many ecological as well as environmental open questions and due to its longevity and abundant distribution has a great potential to become an important player in the Arctic research.
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Design and implementation of e-learning in the area of interest
Marešová, Nikola ; Husa, Jiří (advisor) ; Marek, Marek (referee)
The bachelor's thesis entitled "Design and implementation of e-learning in the area of interest" deals with buying used cars. The essential part of this work is a creation of e-learning course for buyers and other people interested in this area which aims to improve their knowledge. The participants will get an overview of the most common situations and problems they can meet when buying a used car. The theoretical part presents an overview of the topics of the issue of purchase of used cars. It may serve as a theoretical guidance to the e-course, it brings its content. The topics are based on the analysis of information from printed and electronic sources, supplemented by experiences of the author and experts in the field. The practical part deals with the creation of an e-learning course. It contains an analysis of the needs of buyers, the reasons for the creation of the course and the requirements of it, its objectives, a description of the used authoring tool eXe and graphic creation process from the creation of the course after its publication in steps. All this is complemented by the feedback from six volunteers who have expressed an interest in testing the course and then doing a review. Before the creation of the course it was necessary to analyze the situation and find out why such a course is needed. The acquired knowledge was then processed in the course by the synthesis method. For the evaluation method it was used a short personal interview where the author examined satisfaction with the course, its possible shortcomings and suggestions for improvements or enhancements.
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New Methods for Increasing Efficiency and Speed of Functional Verification
Zachariášová, Marcela ; Dohnal, Jan (referee) ; Steininger, Andreas (referee) ; Kotásek, Zdeněk (advisor)
Při vývoji současných číslicových systémů, např. vestavěných systému a počítačového hardware, je nutné hledat postupy, jak zvýšit jejich spolehlivost. Jednou z možností je zvyšování efektivity a rychlosti verifikačních procesů, které se provádějí v raných fázích návrhu. V této dizertační práci se pozornost věnuje verifikačnímu přístupu s názvem funkční verifikace. Je identifikováno několik výzev a problému týkajících se efektivity a rychlosti funkční verifikace a ty jsou následně řešeny v cílech dizertační práce. První cíl se zaměřuje na redukci simulačního času v průběhu verifikace komplexních systémů. Důvodem je, že simulace inherentně paralelního hardwarového systému trvá velmi dlouho v porovnání s během v skutečném hardware. Je proto navrhnuta optimalizační technika, která umisťuje verifikovaný systém do FPGA akcelerátoru, zatím co část verifikačního prostředí stále běží v simulaci. Tímto přemístěním je možné výrazně zredukovat simulační režii. Druhý cíl se zabývá ručně připravovanými verifikačními prostředími, která představují výrazné omezení ve verifikační produktivitě. Tato režie však není nutná, protože většina verifikačních prostředí má velice podobnou strukturu, jelikož využívají komponenty standardních verifikačních metodik. Tyto komponenty se jen upravují s ohledem na verifikovaný systém. Proto druhá optimalizační technika analyzuje popis systému na vyšší úrovni abstrakce a automatizuje tvorbu verifikačních prostředí tím, že je automaticky generuje z tohoto vysoko-úrovňového popisu. Třetí cíl zkoumá, jak je možné docílit úplnost verifikace pomocí inteligentní automatizace. Úplnost verifikace se typicky měří pomocí různých metrik pokrytí a verifikace je ukončena, když je dosažena právě vysoká úroveň pokrytí. Proto je navržena třetí optimalizační technika, která řídí generování vstupů pro verifikovaný systém tak, aby tyto vstupy aktivovali současně co nejvíc bodů pokrytí a aby byla rychlost konvergence k maximálnímu pokrytí co nejvyšší. Jako hlavní optimalizační prostředek se používá genetický algoritmus, který je přizpůsoben pro funkční verifikaci a jeho parametry jsou vyladěny pro tuto doménu. Běží na pozadí verifikačního procesu, analyzuje dosažené pokrytí a na základě toho dynamicky upravuje omezující podmínky pro generátor vstupů. Tyto podmínky jsou reprezentovány pravděpodobnostmi, které určují výběr vhodných hodnot ze vstupní domény. Čtvrtý cíl diskutuje, zda je možné znovu použít vstupy z funkční verifikace pro účely regresního testování a optimalizovat je tak, aby byla rychlost testování co nejvyšší. Ve funkční verifikaci je totiž běžné, že vstupy jsou značně redundantní, jelikož jsou produkovány generátorem. Pro regresní testy ale tato redundance není potřebná a proto může být eliminována. Zároveň je ale nutné dbát na to, aby úroveň pokrytí dosáhnutá optimalizovanou sadou byla stejná, jako u té původní. Čtvrtá optimalizační technika toto reflektuje a opět používá genetický algoritmus jako optimalizační prostředek. Tentokrát ale není integrován do procesu verifikace, ale je použit až po její ukončení. Velmi rychle odstraňuje redundanci z původní sady vstupů a výsledná doba simulace je tak značně optimalizována.
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The Pump with a Diffuser with Stochastic Blades (Runner and Diffuser)
Dobšáková, Lenka ; Melichar, Jan (referee) ; Veselý, Jindřich (referee) ; Haluza, Miloslav (advisor)
This doctoral thesis studies the non-uniform blade cascade for centrifugal pumps. Influence of non-uniform blade cascade is investigated on the impeller and diffuser. A non-uniform blading impeller of pumps in this doctoral thesis was examined in terms of influence on efficiency characteristic. The idea of using non-uniform blading is to obtain a flat efficiency characteristic. Then the centrifugal pump could be used on larger scale of power with achieving a sufficiently high efficiency. The work is based on experimental measurements and numerical simulations of non-uniform hydraulic pump components. Non-uniform impeller and the diffuser were newly designed for this research. A new measuring track of small submersible pumps was needed to design and build for measurements. Different pump combinations with conventional hydraulics on one working point and hydraulics with non-uniform were measured. All measurements were evaluated and characteristics of efficiency, head and power were obtained for each measured combination. Some of pump combinations (which were measured in experiment) were numerically simulated by program Ansys Fluent. Data needed to evaluate the characteristic of efficiency and specific energy were collected from each numerical simulation. A theoretical consideration concerns the influence of non-uniform blade cascade applied on diffuser. The suggestion how to decrease hydraulic losses in canals was done. The theoretical consideration how to make a flat efficiency characteristic was made.
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Psychosocial intervention for women with perinatal loss
Borůvková, Klára ; Horáková Hoskovcová, Simona (advisor) ; Šivicová, Gabriela (referee)
This dissertation is focused on mapping the needs and development of experiencing the prenatal loss integration process in mothers, whose child died during the second or the third pregnancy trimester or suffered stillbirth. The goal of this dissertation is to suggest optimal intervention, which would prevent the progress of complications in terms of psychological disorders (PTSD, PAS). The theoretical part describes prenatal loss from the aspect of incidence and etiology and the loss of a close relative in general. It also focuses on the specifics of prenatal loss, the topic of crisis and its experience, phases of crisis, definition of the term "psychosocial intervention" and demarcation of its existing forms. This part also offers several perspectives and attitudes to the topic of grief as a process of hard life experience integration. It also describes several phases and problems connected with their fulfillment. The empirical part focuses on surveying the experiences and needs of women, who have suffered with prenatal loss. It also follows the approaches and circumstances, means of support, which helped women to cope with such an experience. It also tries to identify such aspects, which hindered this acceptation or made it more complicated. Research inquiry involves 13 depth interviews, which...
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Comparison of intercultural competences of nursing staff in the Czech Republic and German-speaking areas
TÝLEOVÁ, Tereza
The increasing migration of population in the 21 century causes development of multicultural societies. With the increasing number of foreigners in individual countries it is possible to also presume an increasing number of patients/clients from different cultures in medical facilities. These facts require modern attitude to nursing, developing of transcultural nursing, implementing multi- and transcultural education in the health care education and propagation of multicultural conception of nursing between the nursing personnel. The result of these necessary changes should be the ability to provide effective nursing care which is culturally adjusted to the patient/client that would also take their specifics, customs and traditions of their culture into account and that would saturate all their biological, psychological, social and spiritual needs according to their race, nationality or belief. This thesis deals with multicultural nursing and confronts cultural competence of the nursing staff in Czech Republic with that in German-speaking countries. This thesis aim is to state the level of multicultural competence of the nursing staff and explore conditions provided to the nursing personnel of the hospital for giving culturally adapted care to patients-foreigners. The results of the research give an overview of the state of culturally competent care in comparable medical facilities in Czech Republic, Germany, Austria and Switzerland. They will also give a feedback to the questioned hospitals. Such information may alert their management to possible lack of knowledge of their nursing personnel and help them direct its further education. The theoretical part of the theses defines the basic concepts regarding culture, ethnic groups, race or nation, formulates the difference between the terms "multicultural" and "transcultural" nursing, multicultural education and culturally competent care, compile the most common sections of specific cultural needs of the individuals. In short it also processes J. Campinha-Bacote's model of cultural competence in health care delivery, the Papadopoulos, Tilki and Taylor Model for developing cultural competence and the Purnell Model for cultural competence. It also shortly deals with nursing frameworks for acquiring cultural data, such as the Sunrise model from M. Leininger, the Giger and Davidhizar Transcultural assessment model and Bloch's ethnic/cultural assessment guide. The empirical part processes and evaluates data obtained during the quantitative research. The accumulation of the data was conducted through anonymous questionnaires that were distributed between the nursing personnel of internal and surgical wards of the hospitals in Czech Republic and in German-speaking countries. In Czech Republic these were hospitals in Prague and in Tábor, in Germany a hospital in Dortmund and one in Cottbus, in Austria the hospitals in Salzburg and in Weiz and in Switzerland a hospital in Aarau and one in St. Gallen. The collection of the data was conducted either on-line or by way of printed questionnaire forms. The acquired data were valorized and sorted into diagrams and tables for further clarity. From the respondent´s answers follows that the queried medical facilities in Czech Republic do not provide sufficient conditions for their workers to give culturally competent nursing care on such a level, as it is at the facilities questioned in the German-speaking areas. The results also show that language skills of the nursing personnel in these hospitals in Czech Republic are worse than those in the German-speaking countries. With the level of multicultural competence the situation is similar; in this field Czech nursing personnel does not match their foreign counterpart. It is necessary to remark that this research sample of two hospitals from each of the countries is insufficient for the results to be applied on the whole Czech Republic or German speaking countries.
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