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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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Software Application for Assessment of Selected Indicators
Vrtílková, Pavla ; Smolík, Kamil (referee) ; Doubravský, Karel (advisor)
The bachelor thesis deals with the creation of a software application that is able to analyze the financial indicators of a selected company using statistical methods. The thesis contains both theoretical and practical parts. The theoretical part provides the knowledge needed to understand the issues related to the analysis of financial ratios, the use of statistical methods and the creation of a software application. The practical part deals with the design, functionality and subsequent creation of the software application, the output of which is is the evaluation of the economic situation of the selected company, monitoring of the trend that predicts the future economic situation and recommendation of possible economic improvements.
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Software Application for Assessment of Selected Indicators
Kubát, Martin ; Novotná, Veronika (referee) ; Doubravský, Karel (advisor)
The bachelor thesis is devoted to the creation of a software application for the assessment of selected indicators in the selected company. The application is used to evaluate the situation of the company using appropriate statistical methods and economic indicators. The data contained in the application are financial statements obtained from the company for the period 2017 to 2022. For the problematic indicators, I have proposed measures to help improve its current situation.
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Software Application for Assessment of Selected Indicators
Antálek, Jakub ; Novotná, Veronika (referee) ; Doubravský, Karel (advisor)
This bachelor thesis deals with the assessment of the financial situation of an company through the creation of a support program to provide relevant information on financial ratios using financial and statistical analyses, which allow for the effective management of corporate resources and optimization of processes. The goal of the work is to analyze the financial situation of the enterprise and based on these indicators, to propose measures to improve the financial situation of the company. For the whole evaluation, data from the balance sheet and profit and loss statement from 2017 to 2022 are used.
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Mathematical Methods in Economics
Legerská, Tereza ; Doubravský, Karel (referee) ; Novotná, Veronika (advisor)
This bachelor thesis deals with the financial analysis of a selected company. The thesis is divided into three main parts. The first part deals with the theoretical background needed for the analysis. The second part is devoted to the introduction of the company and the follow-up analysis of selected economic indicators. The final part contains a summary of the company's financial situation and a specific proposal for improving the situation.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Vitula, Miroslav ; Michalíková, Eva (referee) ; Doubravský, Karel (advisor)
This Master’s Thesis deals with the financial analysis and assessment of the economic situation of Pears Health Cyber s. r. o. with proposals for its improvement. The theoretical part of the thesis is devoted to economic and statistical theory. It describes financial ratios, financial analysis tools, time series, regression and correlation analysis. The analytical part applies selected statistical and financial methods to evaluate the financial situation of the company and evaluates predictions for future years based on the calculated regression models. On the basis of the financial and statistical analysis, suggestions for improving the company's financial situation are developed.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Hrouzek, Patrik ; Novotná, Veronika (referee) ; Doubravský, Karel (advisor)
The subject of this diploma thesis is the evaluation of the economic situation of the company ABC, a. s. and its prediction using statistical methods. The theoretical part deals with the description of selected indicators of financial analysis and statistical methods which include time series analysis, regression and correlation analysis. With the use of theoretical knowledge, the financial status of the analysed company and its expected development are assessed in the practical part. The final part contains recommendations that will lead to the improvement of the company's financial condition.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Charvátová, Kristína ; Némethová, Monika (referee) ; Doubravský, Karel (advisor)
The thesis deals with the evaluation of the financial situation of the company Banskobystrický pivovar a.s. in the years 2015 to 2021. The theoretical part deals with financial ratios, statistical indicators, and possible suggestions for improvement of the company's situation. The analytical part calculates selected financial ratios and the related statistical ratios. The last part of thesis contains a proposal for improvement of the company's situation involving an acquisition is developed.
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Assessing Economic Situation of a Company and Proposals for Its Improvement
Pajer, Patrik ; Melicharová, Petra (referee) ; Doubravský, Karel (advisor)
The thesis deals with the assessment of the economic situation of the company J&M CLIMA s.r.o. in the years 2014 to 2021 using statistical methods. The first, theoretical part, describes the financial indicators, time series, regression analysis and correlation analysis. The analytical part contains calculations of financial ratios. Statistical methods are applied to selected indicators to predict future development in the next two years and to identify dependencies between indicators. The last part contains suggestions for improving the current economic situation.
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