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Full-Text Articles in Business
Business Failure Prediction Using Survival Analysis, Kuldeep Kumar, Adrian Gepp
Business Failure Prediction Using Survival Analysis, Kuldeep Kumar, Adrian Gepp
Adrian Gepp
Accurate business failure prediction models would be extremely valuable to many industry sectors, particularly in financial investment and lending. Recently, there has been a significant increase in interest in business failure prediction, from both industry and academia. Statistical business failure prediction models attempt to predict the failure or success of a business. Discriminant and logit analyses have been the most popular approaches, but there are also a large number of alternative techniques available. In this paper, a comparatively new technique known as survival analysis has been used for business failure prediction. Overall, the results suggest that survival analysis techniques provide …
Business Failure Prediction Using Decision Trees, Adrian Gepp, Kumar Kuldeep, Sukanto Bhattacharya
Business Failure Prediction Using Decision Trees, Adrian Gepp, Kumar Kuldeep, Sukanto Bhattacharya
Adrian Gepp
Accurate business failure prediction models would be extremely valuable to many industry sectors, particularly financial investment and lending. The potential value of such models is emphasised by the extremely costly failure of high-profile companies in the recent past. Consequently, a significant interest has been generated in business failure prediction within academia as well as in the finance industry. Statistical business failure prediction models attempt to predict the failure or success of a business. Discriminant and logit analyses have traditionally been the most popular approaches, but there are also a range of promising non-parametric techniques that can alternatively be applied. In …