Business failure forecasting models and the selection of explanatory variables: The case of France (notice n° 169723)
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| fixed length control field | 01572cam a2200313 4500500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250112034814.0 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | fre |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 100 10 - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zammel, Madiha |
| Relator term | author |
| 245 00 - TITLE STATEMENT | |
| Title | Business failure forecasting models and the selection of explanatory variables: The case of France |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Date of publication, distribution, etc. | 2020.<br/> |
| 500 ## - GENERAL NOTE | |
| General note | 15 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The purpose of this paper is to establish different business failure prediction models and to investigate the timeline of events leading to the failure of French companies. The models used are the logistic regression and neural network models. The variables introduced in these models were selected on the basis of three techniques: principal component analysis (PCA), LASSO (the least absolute shrinkage and selection operator) and linear discriminant analysis (LDA). The results of our models show that the LASSO technique makes it possible to obtain the best “rate of good rankings.” In addition, the larger the horizon of analysis is, the smaller the forecasting capacity of the model. |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | business failure |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | LDA |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | selection of variables |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | forecasting |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | LASSO |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | PCA |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | company’s failure |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | LDA |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | forecasting |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | variables selection |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | LASSO |
| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | PCA |
| 700 10 - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Brédart, Xavier |
| Relator term | author |
| 786 0# - DATA SOURCE ENTRY | |
| Note | Management & Prospective | Volume 37 | 3 | 2020-11-02 | p. 67-90 |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://shs.cairn.info/journal-gestion-2000-2020-3-page-67?lang=en">https://shs.cairn.info/journal-gestion-2000-2020-3-page-67?lang=en</a> |
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