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An Artificial Neural Network for Bankruptcy PredictionMagdefrau, Walter D 01 June 2021 (has links) (PDF)
Assessing the financial health of organizations remains a topic of great interest to economists, financial institutions, and invested stakeholders. For more than a century, research into financial distress has focused primarily on traditional applications of statistical analysis; however, modern advances in computational efficiency have created a significant opportunity for more sophisticated approaches. This thesis investigates the application of artificial intelligence on company bankruptcy prediction. The proposed neural network model is evaluated using the Polish Companies Bankruptcy dataset and yields a 5-year prediction accuracy of 96.5% and an AUC (area under receiver operating characteristic curve) measure of 92.4%.
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Tillämpning av Altman Z score på fotbollsallsvenskan utifrån finansiell obestånd : En Kvantitativ studie om hur allsvenska fotbollsklubbar har hanterat utmaningarna från covid-19 utifrån ett finansiellt perspektivAhmed, Sakib, Karlsson, Kasper January 2023 (has links)
Background: Football is one of the biggest sports in the world. Just as the rest of the world has been affected by the pandemic, the Allsvenskan has also been affected. What is analyzed in this study are various financial key figures through the Altman z score which shows whether the clubs can cope with financial insolvency. Purpose: The aim of the study is to analyze how the Allsvenskan football clubs have handled the situation from covid-19. The study will also touch on the club's economic state before and after the pandemic to see if the state has changed since the crisis. Method: This study is based on a quantitative method through a deductive approach where the collected data comes mainly from annual reports from nine (9) Allsvenskan football clubs. The data was collected during several occasions as the study targets from 2017-2022. Conclusion:What the study concluded is that the clubs have not recovered financially from the covid 19 pandemic if they are based on the altman Z’ score. The years 2016-2018 had a higher Z’ score than the years 2019-2022 had in total.-- The spectators or fans increased after the pandemic. There is no statistical connection if a team gets more points that there is more audience.
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Management odborného léčebného ústavu Albertinum v Žamberku. / Management of Albertinum Specialized Medical Institution in ZamberkRaymond-Bertrandová, Jana January 2008 (has links)
The goal of financial analysis made on allowance organization which does the services in domain of health care, is to find the matter of financial insolvency. The ratios usually use for the private service are modified to be use in public sector. The results of analysis help to detect the area of entrepreneurial activity where could be problems. In the end the solution has to be suggested and simultaneously the circumstances of operation on market with health care have to be taking into account.
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Platební neschopnost firmy a metody řešení tohoto problému / Financial insolvency of the firm and methods of solution to this problemKinclová, Klára January 2008 (has links)
Master’s thesis "Financial insolvency of the firm and methods of solution to this problem" deals with management of receivables. The first part describes tools which can be used for the management of receivables after maturity or prevention before this type of receivables. In the second part the work is focused on management of receivables in the company. In this section the current status of this area in the company is summarized and more types of debt collection are proposed. Finally, ideas for improvement of management of receivables are suggested, e.g. in the area of client communication by sales representatives. Recommendations are also made for tools usage, e.g. sale of bad debts of transfer of risk to other subject.
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Finanční vzdělávání jako prevence proti předlužení českých domácností / Financial education as a prevention against over-indebtedness of Czech householdsVltavská, Silvie January 2011 (has links)
The diploma work 'Financial education as prevention against over-indebtedness of Czech households' deals with the issue of constantly rising over-indebtedness. In the Czech Republic the number of people who find themselves in financial shortcoming due to over- indebtedness has recently raised. When we compare the Czech Republic with the advanced countries in the European Union, we find out the over-indebtedness is not so high. What is, however, alarming is its dynamics in the recent years. These figures are confirmed with statistic data. The phenomenon of consumer loans started to develop in the late 1990's when the first negative consequences, i.e. social and psychological impact, and distraints, which had not been known so far, appeared for the first time. Mortgages are seen as relatively healthy form of debt because their reimbursement is not as problematic as it is with the consumer loans. Investment into living is considered as long-lasting. There are several possibilities how to cope with debts. One possibility and prevention is financial education the application of which is in the centre of this work, i.e. financial education as the tool for orientation in market environment, part of social work and especially as the prevention itself. The essential part is educational activities and...
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