Credit Rating Modelling by Neural Networks (Financial Institutions & Services Series) - Softcover

Peter Hajek

 
9781616686796: Credit Rating Modelling by Neural Networks (Financial Institutions & Services Series)
Softcover
ISBN 10: 1616686790 ISBN 13: 9781616686796
Publisher: Nova Science Publishers, Inc (US), 2010

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.

"synopsis" may belong to another edition of this title.

Product Description

Presents the modelling possibilities of neural networks on a complex real-world problem, that is credit rating process modelling.

"About this title" may belong to another edition of this title.

Publisher
Nova Science Publishers, Inc (US)
Publication date
2010
Language
English
ISBN 10 
1616686790
ISBN 13 
9781616686796
Binding
Paperback
Number of pages
76