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Application of Mathematical and Statistical Methods in Company Management
Slavinský, Vojtěch ; Doubravský, Karel (referee) ; Novotná, Veronika (advisor)
This thesis deals with the analysis of a selected e-shop. It is divided into three areas. The first part deals with the statistical analysis of individual products. The second part focuses on inventory. In this thesis, research on the topic of inventory management is carried out. Subsequently, a model is proposed and tested to determine inventory levels. The last part of the thesis deals with customer satisfaction with the carriers transporting packages from e-shops and the influences that affect this satisfaction.
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Software Application for Assessment of Selected Indicators
Cintulová, Tamara ; Novotná, Veronika (referee) ; Doubravský, Karel (advisor)
The target of this bachelor theses is to design for a software application, which creates a detailed analyses tool of the chosen company and its selected economic indicators. The thesis consists of a theoretical part, the analysis and proposed improvements. The theoretical part provides a basic knowledge base for implementation of chosen methods and indicators. The analysis describes actual economic situation of the chosen company. Proposed improvements explain implementation of the application in language Visual Basic for Application in MS Excel. The primary outcome is a complex report of economic situation based on the chosen statistic methods and optional proposes for improvements.
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Evaluation of Company Business Financial Situation and Proposal to Its Improvement
Gondáš, Michal ; Zbreha, Ján (referee) ; Doubravský, Karel (advisor)
This work deals with the analysis of economic indicators of the company and the forecast of its development by using one of the most important applications of statistical methods in economics that is the time series analysis. The first, theoretical part of the work by using of skilled literature deals with defining basic terms, the various forms of analysis and the basic methods. The second, practical part deals with the analysis of selected economic indicators of the specific company. The last section presents the proposals, which could improve the company's results in the market environment in case of implementation into the practice.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Sachambula, Nelson Mendonca ; Měrtlová,, Libuše (referee) ; Doubravský, Karel (advisor)
This diploma thesis focuses on the assessment of the economic situation of XYZ Med s.r.o. for the period from 2013 to 2022. The economic situation of the company is evaluated on the basis of selected financial indicators, which are then subjected to statistical analysis in order to create a basis for the proposal of measures to improve the situation. The theoretical part describes the financial ratios, correlation analysis, regression analysis and time series. In the analytical part of the thesis, the calculation of financial ratios is performed and then a statistical analysis is carried out on the basis of which the future development of the company is predicted. The analysis also tests the dependence for selected ratios. The practical part contains suggestions for improving the economic situation of the company.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Krasnova, Ekaterina ; Helová, Jana (referee) ; Doubravský, Karel (advisor)
Diplomová práce se zabývá hodnocením economické situaci vybrané společnosti v letech 2014 až 2022. Teoretická část se věnuje finančním ukazatelům. z nichž některé jsou vybrány pro statistickou analýzu, ukazatelů analýzy, časovým řadám, regresní a korelační analýze. V analytické části je provedena finanční a statistická analýza, která určuje současnou situaci a očekávaný vývoj ukazatelů v následujících letech. Poslední část zahrnuje návrhy na zlepšení současné situace na základě zjištěných problematických oblastí.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Baracskaiová, Nikol ; Hrubá, Iveta Musil (referee) ; Doubravský, Karel (advisor)
The thesis deals with the assessment of the economic situation of the company XYZ using financial analysis and statistical methods. The theoretical part focuses on financial and statistical theory. In the practical part, financial ratios are calculated, some of which are selected for the statistical analysis. Based on the selected models, the expected development of the indicators in the following years is calculated. At the end of the analytical part, the dependencies of the selected pairs are examined by correlation analysis. The proposal part is devoted to the identification of problem areas, based on which possible proposals for improving the current economic situation of the company have been described.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Zlámal, Aleš ; Kašpar, Jan (referee) ; Doubravský, Karel (advisor)
The diploma thesis is focused on finding out the economic situation of the company XYZ s.r.o. by using financial analysis and statistical methods. In the introductory part of the thesis, economic indicators and the financial analysis itself are defined, as well as time series and correlation and regression analysis. In the second part of the thesis, calculations of economic indicators are carried out and, for selected indicators, their development in the next two years is predicted using statistical methods. At the end of the chapter, the dependence between two indicators is determined. In the last part of the thesis, proposals are made that could help the analyzed company to improve its current state.
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Analysis of economic data using statistical methods
Reznik, Oleg ; Doubravský, Karel (referee) ; Michalíková, Eva (advisor)
In this bachelor’s thesis I tried to make an assessment of accounting and financial data on the example of Aircraft Industies a.s. company. To analyze and evaluate these data I will use the following methods: financial analysis with the use of special tools of financial analysis, static analysis, time series. The first part of the work will be devoted to the description of these tools, the second to the application of these tools in practice, and the conclusion, in which I will analyze and summarize the results of the work and offer my suggestions for improving the financial position and condition of the company
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Design of a Predictive User Loyalty Model Based on Machine Learning
Kuchtová, Dominika ; Bartík,, Vladimír (referee) ; Doubravský, Karel (advisor)
The bachelor thesis focuses on creating an optimal model for evaluating specific phenomena related to modeling customer behavior with the aim of support decision-making. It describes the process of data handling and the significance of the importance of converting data into knowledge. The first part of the bachelor thesis includes a description of the tools, processes, ideas, and methods used in the practical part at a theoretical level for an easier understanding of how to solve the assignment in the practical part of the thesis. The second part of the bachelor thesis includes the practical application of specific procedures and the creation of the actual predictive model based on the XGBoost ensemble method and its optimization.
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