Whose balance sheet is this? : neural networks for banks' pattern recognition

Borradores de Economia
Number: 
959
Published: 
Classification JEL: 
C45, C53, G21, M41
Keywords: 
Human capital agglomeration, Social returns, Private returns, Externalities, Uncertainty, Fiscal policy

The most recent

Anne Brockmeyer, Francois Gerard, Gabriel Ulyssea, Linda Wu, Marcelo Bergolo, Rodrigo Ceni González, Bernard Kirui, Andrea Lopez-Luzuriaga, Leonardo Fabio Morales, Andrea Sofía Otero-Cortés, Nadine Riedel, Matias Tapia, Tanisa Tawichsri, Verena Wiedemann
Marlon Salazar, Andrés Salazar-Mejía, Jorge Daniel Guevara-Acevedo, Juan David Duitama-Correa
Aarón Levi Garavito-Acosta, Wilmer Martinez-Rivera, Camilo González-Sabogal, Johanna Barbosa-Buitrago, Nathaly Vergel-Serrano

The balance sheet is a snapshot that portraits the financial position of a firm at a specific point of time. Under the reasonable assumption that the financial position of a firm is unique and representative, we use a basic artificial neural network patte