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Title: Three essays on the use of neural networks for financial prediction
Authors: Pastor Sanz, Iván
Editors: Universidad de Valladolid. Facultad de Ciencias Económicas y Empresariales
Tutor: López Iturriaga, Félix
Issue Date: 2018
Degree : Doctorado en Economía de la Empresa
Abstract: The number of studies trying to explain the causes and consequences of the economic and financial crises usually rises considerably after a banking crisis occurs. The dramatic effects of the most recent financial crisis on the real economy around the world call for a better comprehension of previous crises as a way to anticipate future crisis episodes. It is precisely this objective, preventing future crises, the main motivation of this PhD dissertation. We identify two important mechanisms that have failed during the latest years and that are closely related to the onset of the financial crisis: The assessment of the solvency of banks along with the systemic risk over the time, and the detection of the macroeconomic imbalances in some countries, especially in Europe, which made the financial crisis evolve through a sovereign crisis. Our dissertation is made up of three different essays, trying to go a step ahead in the knowledge of these mechanisms.
Keywords: Equilibrio (Economía política)
Ciclos económicos
Economía política-Metodología
Departament : Departamento de Economía Financiera y Contabilidad
OPAC: b1793413
Language: eng
Rights: info:eu-repo/semantics/openAccess
Appears in Collections:Tesis doctorales UVa

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