In this paper we intend to substantiate the usefulness of Deep Learning, especially feedforward neuronal networks, in the prediction of business failure. This methodology provides very good results in terms of predictive performance when large sample sizes are available. Therefore, we have...

Una de las consecuencias de la actual crisis económica está siendo un significativo repunte de fracasos empresariales, lo que está avivando el interés de investigadores y usuarios por su análisis y estudio y la actualización de los modelos tradicionales. Al revisar la literatura financiera...

This paper analyses the difficulties that small firms have in obtaining finance within the private sector of credit, and also the repercussions they have 011 the growth of these very companies. Furthermore, we have studied the relationship between finance and investment, and provided empirical...