Bankruptcy forecasting: A hybrid approach using Fuzzy c-means clustering and Multivariate Adaptive Regression Splines (MARS)

► A major fallacy of some of the prior research on bankruptcy prediction is the manner in which the sample is drawn and the model accuracy is defined. In these studies, each one of the bankrupt companies is matched with a known non-bankrupt company from the same time period. Then, a model that predi...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 38; no. 3; pp. 1866 - 1875
Main Authors:	De Andrés, Javier, Lorca, Pedro, de Cos Juez, Francisco Javier, Sánchez-Lasheras, Fernando
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2011
Subjects:	Bankruptcies Bankruptcy forecasting Classification Clustering Clusters Financial information Forecasting Fuzzy Fuzzy logic Fuzzy set theory Hybrid MARS Clusters Hybrid Fuzzy Financial information MARS Bankruptcy forecasting
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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