Description

Book Synopsis
This book presents the modelling possibilities of neural networks on a complex real-world problem, i.e. credit rating process modelling. Current approaches in credit rating modelling are introduced, as well as the incorporation of previous findings on corporate and municipal credit rating modelling. Based on this analysis, the model is designed to classify US companies and municipalities into credit rating classes. The model includes data pre-processing, the selection process of input variables, and the design of various neural networks'' structures for classification.

Credit Rating Modelling by Neural Networks

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    A Paperback / softback by Peter Hajek

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      Publisher: Nova Science Publishers Inc
      Publication Date: Publication Date: 18/08/2010
      ISBN13: 9781616686796, 978-1616686796
      ISBN10: 1616686790

      Description

      Book Synopsis
      This book presents the modelling possibilities of neural networks on a complex real-world problem, i.e. credit rating process modelling. Current approaches in credit rating modelling are introduced, as well as the incorporation of previous findings on corporate and municipal credit rating modelling. Based on this analysis, the model is designed to classify US companies and municipalities into credit rating classes. The model includes data pre-processing, the selection process of input variables, and the design of various neural networks'' structures for classification.

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