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Wyszukujesz frazę "bankruptcy models" wg kryterium: Temat


Wyświetlanie 1-2 z 2
Tytuł:
The effectiveness of discriminant models based on the example of the manufacturing sector
Autorzy:
Tomczak, S. K.
Radosiński, E.
Powiązania:
https://bibliotekanauki.pl/articles/406490.pdf
Data publikacji:
2017
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
insolvency
models of bankruptcy prediction
manufacturing sector
Opis:
The best models of bankruptcy prediction have been selected that can indicate the deteriorating situation of a company several years before bankruptcy occurs. There are a lot of methods for evaluating the financial statements of enterprises, but only a few can assess a company as a whole and recognise sufficiently early the deteriorating financial standing of a business. The matrix method was used to classify companies in order to assess the models. The correctness of the classification made by the models was tested based on data covering a period of five years before the bankruptcy of enterprises. To analyse the effectiveness of these discriminant models, the financial reports of manufacturing companies were used. Analysis of 33 models of bankruptcy prediction shows that only 5 models were characterized by sufficient predictive ability in the five years before the bankruptcy of enterprises. The results obtained show that so far a unique, accurate, optimal model, by which companies could be assessed with very high efficiency, has not been identified. That is why it is vital to continue research related to the construction of models enabling accurate evaluation of the financial condition of businesses.
Źródło:
Operations Research and Decisions; 2017, 27, 3; 81-97
2081-8858
2391-6060
Pojawia się w:
Operations Research and Decisions
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Credit risk mangement in finance : a review of various approaches
Autorzy:
Wójcicka-Wójtowicz, A.
Powiązania:
https://bibliotekanauki.pl/articles/969067.pdf
Data publikacji:
2018
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
credit risk
default
bankruptcy
credit risk management
credit risk models
ryzyko kredytowe
bankructwo
zarządzanie ryzykiem kredytowym
modele ryzyka kredytowego
Opis:
Classification of customers of banks and financial institutions is an important task in today’s business world. Reducing the number of loans granted to companies of questionable credibility can positively influence banks’ performance. The appropriate measurement of potential bankruptcy or probability of default is another step in credit risk management. Among the most commonly used methods, we can enumerate discriminant analysis models, scoring methods, decision trees, logit and probit regression, neural networks, probability of default models, standard models, reduced models, etc. This paper investigates the use of various methods used in the initial step of credit risk management and corresponding decision process. Their potential advantages and drawbacks from the point of view of the principles for the management of credit risk are presented. A comparison of their usability and accuracy is also made.
Źródło:
Operations Research and Decisions; 2018, 28, 4; 99-106
2081-8858
2391-6060
Pojawia się w:
Operations Research and Decisions
Dostawca treści:
Biblioteka Nauki
Artykuł
    Wyświetlanie 1-2 z 2

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