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Over the last four decades, bankruptcy prediction has given rise to an extensive body of literature, the aim of which …
Persistent link: https://www.econbiz.de/10011107955
Of the methods used to build bankruptcy prediction models in the last twenty years, neural networks are among the most …
Persistent link: https://www.econbiz.de/10011110766
During the last three decades various models have been proposed by the literature to predict the risk of bankruptcy and …
Persistent link: https://www.econbiz.de/10005752845
This paper shows the evolution of financial distress prediction models of the past four decades. Special attention is paid to linear discriminant analyses, logistic regression analyses and neural networks. Based on accounting data of 50 UK industrial firms, prediction models are estimated using...
Persistent link: https://www.econbiz.de/10012946424
In this paper, we estimate coefficients of bankruptcy forecasting models, such as logistic and neural network models …, in terms of discriminatory power, information content and economic impact while we forecast bankruptcy one year ahead …, two years ahead but also financial distress, which is a situation that precedes firm bankruptcy. Using US public firms …
Persistent link: https://www.econbiz.de/10013225542
-parametric models for bankruptcy prediction. More specifically, we compute the unobservable parameters such as, asset value and asset …, Campbell et al. (2008). There, financial and market data are the inputs, and the output is the probability of bankruptcy … bankruptcy …
Persistent link: https://www.econbiz.de/10014353642
The prediction of financial distress has emerged as a significant concern over a prolonged period spanning more than half a century. This subject has garnered considerable attention owing to the precise outcomes derived from its predictive models. The main objective of this study is to predict...
Persistent link: https://www.econbiz.de/10014372938
variables consistently predict bankruptcy for firms of different dimensions, over different periods and in different industries …
Persistent link: https://www.econbiz.de/10013216689
Bankruptcy is a menacing situation, which the investors, businesses, and the economy are afraid of, due to its adverse … effects. Prediction of bankruptcy can help the investors and businesses in formulating their strategies in order to improve … network in our brain. So this study focuses on using the different variables of ROA, ROE to predict the bankruptcy of …
Persistent link: https://www.econbiz.de/10012830915
Quite a few in-depth articles were found in the above-mentioned domain. Bankruptcy is one of the most critical factors … which most of companies don't want to face. To predict the Bankruptcy of Banks, there have been several attempts made, some … Artificial Neural Network model, can be used to predict bankruptcy. Looking at the current scenario of the public sector banks …
Persistent link: https://www.econbiz.de/10012832298