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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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Czech television and it's content for Generation Y
Jůzová, Klára ; KRUML, Milan (advisor) ; Zlatušková, Kamila (referee)
This thesis focuses on the changes the television industry has undergone in recent years. The aim of the thesis is to define a specific audience group and its preferences: the current generation of young people aged between 15 and 35 who belong to the sociological group called "Generation Y". The thesis contributes to knowledge by examining how the public Czech Television (CT) understands and addresses the needs of this specific audience group.
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Dance education of preschool hyperactive children
Lacková, Ivana ; LÖSSL, Jiří (advisor) ; FRIČOVÁ, Marie (referee)
The topic of this diploma thesis is Dance education of preschool hyperactive children. Goal of research is to describe teaching of hyperactive children especially dance lessons.
There is described Attention Deficit Hyperactivity Disorder in the first part of thesis. There is written about special needs of children with ADHD focused on education.
Second part is focused on practical dance lesson of ADHD children. There is described example dance lesson based on theory and practical experience of experts.
The result of research is that supply of special lessons is very limited and it is big pity. In the diploma thesis was recognized that the education with special program should help to children with ADHD and it can be good supplement to standard medical therapy.
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Antidecubital Care as a Nursing Problem
KŘÍŽOVÁ, Monika
This thesis deals with the issue of providing antidecubital care and observes the fulfilment of nursing interventions in the care about non-self sufficient patients. During performing her duties, every nurse encounters the issue of decubitus ulcers formation and with this related antidecubital care. Thus, it can be stated that the occurrence of decubitous ulcers serves also as the indicator of the quality of provided nursing care. A lot of people think that the problem develops particularly in elders, but young people who are bedridden after injuries and accidents are also affected and this complication degrades the quality of their life. The thesis is divided into theoretical and empirical parts. The theoretical part describes the anatomy of skin and its function, decubitus and classification of decubitus ulcers are defined, their localization with characteristics of predilection sites are specified, outlining complications in decubitus ulcers. The theoretical part pursues antidecubital care with the division into subheads on positioning, antidecubital aids, nursing interventions, and the mission of the European Pressure Ulcer Advisory Panel is described. The separate chapter includes the risk assessment of decubitus ulcers formations, as is e.g. Norton scale, etc. The last chapter embraces the specification of conservative and surgical treatment of pressure sores. The aim of the research examination was to determine whether the nurses perceived antidecubital care as a nursing problem and to map the opinions of the nurses relating to antidecubital care. Three research questions were set to achieve the objectives: first, what the pitfalls of nursing care were on the part of the nurses, secondly, what areas within antidecubital care were neglected and finally, how antidecubital care at selected inpatient wards was provided. The research was implemented at the chosen inpatient wards in České Budějovice Hospital, PLC, from the period of February to April 2014. The research file consisted of the general nurses and the medical assistants. A hidden participant observation was conducted and then questionnaires with 15 questions that were closed or semi-closed were distributed to the nurses. 45 questionnaires were handed out, 31 handed back and all 31 questionnaires could be processed. Thus, the total return of the questionnaires was 69%. Questions in the questionnaire were based on the observation criteria. The hidden participant observation was processed and plotted on the observation sheet and then classified according to the given criteria. After delivery, the returned questionnaires were checked and evaluated graphically. All results were processed using Misrocoft Office Excel program, were plotted in graphs with keys and descriptions. By processing and comparing the results, we ascertained that in some fields the opinion of the nurses was different from the practice that was really performed. It could be also caused by the fact that antidecubital care is very time-consuming, demanding and comprises a lot of nursing interventions. Sufficient number of aids with which the ward is equipped is relevant as well, be it preventive aids or medical ones. And last but not least the organization of the care. At present, the time spent on completing documentation is increasing and the time that can be used by nurses for contacting a patient and satisfy his/her needs is decreasing. Nevertheless, the patient´s state and his/her contentment reflect and demonstrate our care. After previous arrangement, the results of our research examination will be communicated to the ward sisters at the selected inpatient wards where the research examination was performed.
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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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Marketing plan
Nosálová, Lucie ; Štůsek, Jaromír (advisor) ; Ladislav , Ladislav (referee)
The goal of this thesis is to detect errors in the management of small family business, which basically does not use marketing. Following this finding should be to build an effective marketing plan. The diploma thesis is divided into theoretical part, which forms the basis for the analytical part. In the analytical part is described the company and there are also detect errors in the management that are caused by faulty marketing. To achieve results it is important to use several different types of analysis on which it is necessary to set new marketing goals, strategies, changes and projects. The aim is to provide business information and convince him that use of good marketing communication should lead to improve management efficiency and ultimatem increase profitability of the company, without the need to break away from the corporate goal of maximum efforts to build a pro-customer oriented service.
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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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Employment in a state-funded institution
Brožová, Milena ; Světlíková, Daniela (advisor) ; Pikola, Pavel (referee)
This bachelor thesis is focused on employment in a state-funded institution. It is divided into a theoretical and an empirical part.
The theoretical part deals with analysis of legal regulations and their interpretation. The method of description is used in this part. The focus in legal regulations is on the problems of a state-funded institution, namely on the legal position and functioning and on management. The focus is also on labour relations, from the general definition to the conclusion of employment for a fixed period of time. The analysis of legal regulations is complemented with interpretations of authors of specialized publications.
Direct and indirect quotations are used in the text and are marked with footnotes.
The empirical part of this thesis deals with the application of legal regulations in a particular state-funded institution. The order of researched areas is in accordance with the theoretical part. The method of comparison and study of documents and internal regulations are used for analysing the data.
The primary research has shown that the legal regulations are applied without difficulty. The discovered discrepancy between the used terminology and the terminology in the Civil code does not invalidate legal documents and thus there is no need to mark it as a defect which needs to be fixed. Suggestions for discussion have been made, for which measures were proposed in the concluding part. The suggestions relate to arrangement of employment for a fixed period of time and its change to permanent contract and to allowance from the founder as a financial mean of a state-funded institution.
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Aversion of the consumer/investor to loss
Svorad, Michal ; Chládek, Libor (referee) ; Škapa, Stanislav (advisor)
This Masters thesis analysis attitude and behavior of consumer in a role of investor in financial market to the loss or how to avoid the risk of future losses .In the theoretical part describes the theory needed to understand the other part, here in after referred to as tools and methods that are used to reduce the risk of loss.
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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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