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The world has seen the number of companies going bankrupt on the rise over the years owing to a lot of internal factors such as management, asset quality and structuring of resources and external factors such as economic, political, recently the pandemic, the Russia Ukraine war among others....
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identifying firms with a higher risk of financial failure and consequent larger negative stock returns in the event of an …
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This paper aims to focus on the comparison of the artificial neural network model and logistic regression model in the prediction of companies' bankruptcy in Tehran stock exchange (TSE) in 3, 2 and 1 year in advance. This study exercises an analytic-mathematical approach which has been utilized...
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having any loss due to business failure. Thus, we need a model which could provide an early signal to company the probability …
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This paper introduces the quantile regression- based Distance-to-Default to Probability of Default (DD-PD) mapping, which links individual firms' DD to their real world PD. Since changes in the DD depend on a handful of parameters, the mapping easily accommodates shocks arising from quantitative...
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