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Bankruptcy prediction modelling in the environment of V4 countries
Suchánek, Aleš ; Režňáková, Mária (referee) ; Karas, Michal (advisor)
This diploma thesis is focused on the construction of a new bankruptcy model designed for small and medium-sized enterprises in the construction industry in the environment of the Visegrad Four countries. The first part of the thesis is focused on defining the concepts of bankruptcy, bankruptcy model and their placement in the historical context, followed by a description of selected bankruptcy models, a brief description of the construction industry and an analysis of constuction sector. In the practical part, the reliability of selected bankruptcy models is tested and then a new bankruptcy model is constructed.
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Bankruptcy Prediction Modelling in the Manufacturing Industry
Tichá, Barbora ; Bartoš, Vojtěch (referee) ; Karas, Michal (advisor)
This diploma thesis deals with the issue of bankruptcy prediction of small and medium-sized enterprises operating in the manufacturing industry in selected Central European countries. The theoretical part of the thesis defines the concepts related to the prediction of bankruptcy and methods of model creation. The analytical part of the work includes testing the accuracy of selected bankruptcy model by other authors and creating a new bankruptcy model. The accuracy of the newly created model is then compared with the accuracy of selected models by other authors.
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Bankruptcy prediction model
Kratochvilová, Monika ; Bartoš, Vojtěch (referee) ; Karas, Michal (advisor)
This diploma thesis is focused on the evaluation of the efficiency of selected bankruptcy models in the Czech Republic. In the theoretical part the basic terminology and methodology of bankruptcy models creation are introduced. In addition are mentioned, model constraints, an overview of the indicators used, and information about model accuracy. This part also presents analyzed models and methods of assessing the reliability of bankruptcy models. In the practical part, the reliability of selected bankruptcy models is evaluated and a new bankruptcy model is built.
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Bankruptcy prediction modelling in construction business
Burdych, Filip ; Kuběnka,, Michal (referee) ; Karas, Michal (advisor)
This master thesis deals with bankruptcy prediction models for construction companies doing business in Czech Republic. Terms important for understanding the issue are defined in the theoretical part. In analytical part, there are five current bankruptcy prediction models tested on the analysed sample and resulted accuracy compared with original ones. On the basis of knowledges acquired, there is developed a brand-new bankruptcy prediction model.
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Credit Risk Measurement in Manufacturing Industry Companies in the Czech Republic
Karas, Michal ; Dohnal, Mirko (referee) ; Hrvolová, Božena (referee) ; Myšková, Renáta (referee) ; Režňáková, Mária (advisor)
The purpose of this doctoral thesis is to create a new bankruptcy prediction model and also to design how to use this model for the purposes of credit risk measuring. The starting-point of this work is the analysis of traditional bankruptcy models. It was found out that the traditional bankruptcy model are not enough effective in the current economic conditions and it is necessary to create a new ones. Based on the identified deficiencies of the traditional models a set of two new model series was created. The first series of the created models is based on the use of parametric methods, and the second one is based on the use of newer nonparametric approach. Moreover, a set of factors which are able to identify an imminent bankruptcy was analyzed. It was found, that significant signs of imminent bankruptcy can be identified even five years before the bankruptcy occurs. Based on these findings a new model was created. This model incorporates variables of static and even dynamic character for bankruptcy prediction purposes. The overall classification accuracy of this model is 92.27% of correctly classified active companies and 95.65% of correctly classified bankrupt companies.
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Bankruptcy prediction modelling in manufacturing branch
Synková, Gabriela ; Bartoš, Vojtěch (referee) ; Karas, Michal (advisor)
This diploma thesis deals with the creation of a bankruptcy model for the manufacturing industry in the Czech Republic using logit analysis. The theoretical part defines the concept of bankruptcy model, financial distress and financial health of the company. This section is focused on the influence of macroeconomics on the accuracy of these models, a look into their history and description of selected models. The practical part of the thesis is initially focused on determining the reliability of selected bankruptcy models, and then a new bankruptcy model is compiled.
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Bankruptcy prediction modelling in manufacturing branch
Kulkusová, Martina ; Kuběnka,, Michal (referee) ; Karas, Michal (advisor)
The diploma thesis is aimed at the problematic within the prediction of bankruptcy of companies operating in manufacturing industry in Czech Republic. There are defined terms related to the topic, methods of creating bankruptcy models and selected bankruptcy models in the theoretical part. Analytical part includes testing of the selected bankruptcy models. Thereafter a new bankruptcy model is created, which is subsequently tested and its accuraccy is compared to models from other authors.
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Predikce bankrotu zemědělských podniků
Slavík, Tomáš
Slavík, T. Prediction of bankruptcy of agricultural enterprises. Bachelor thesis. Brno: Mendel University in Brno, 2024. This bachelor thesis deals with the prediction of bankruptcy of agricultural enterprises in fourteen selected EU countries. The main objective is to develop and verify the accuracy of the model for prediction of bankrupt enterprises in the period one, two and three years before bankruptcy. A logistic regression is selected for this purpose. A partial objective is to optimize the cutoff value using the Youden index to enhance the model's performance. The results of the bachelor thesis suggest that created models with the initial cutoff value 0,5 are unsatisfactory in predicting bankrupt enterprises. To improve their ability to classify bankrupt agriculture enterprises, a cutoff point optimization was carried out, which led to a significant improvement in the model's ability to predict enterprises bankruptcy.
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Bankruptcy prediction modelling in the environment of V4 countries
Suchánek, Aleš ; Režňáková, Mária (referee) ; Karas, Michal (advisor)
This diploma thesis is focused on the construction of a new bankruptcy model designed for small and medium-sized enterprises in the construction industry in the environment of the Visegrad Four countries. The first part of the thesis is focused on defining the concepts of bankruptcy, bankruptcy model and their placement in the historical context, followed by a description of selected bankruptcy models, a brief description of the construction industry and an analysis of constuction sector. In the practical part, the reliability of selected bankruptcy models is tested and then a new bankruptcy model is constructed.
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Bankruptcy Prediction Modelling in the Manufacturing Industry
Tichá, Barbora ; Bartoš, Vojtěch (referee) ; Karas, Michal (advisor)
This diploma thesis deals with the issue of bankruptcy prediction of small and medium-sized enterprises operating in the manufacturing industry in selected Central European countries. The theoretical part of the thesis defines the concepts related to the prediction of bankruptcy and methods of model creation. The analytical part of the work includes testing the accuracy of selected bankruptcy model by other authors and creating a new bankruptcy model. The accuracy of the newly created model is then compared with the accuracy of selected models by other authors.
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