Detecting biotechnology industry's earnings management using Bayesian network, principal component analysis, back propagation neural network, and decision tree
Fu-Hsiang Chen, Der-Jang Chi, Yi-Cheng Wang (Department of Accounting, Chinese Culture University, Taipei, Taiwan)
| Year of publication: |
April 2015
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| Authors: | Chen, Fu-Hsiang ; Chi, Der-Jang ; Wang, Yi-Cheng |
| Published in: |
Economic modelling. - Amsterdam [u.a.] : Elsevier, ISSN 0264-9993, ZDB-ID 86824-3. - Vol. 46.2015, p. 1-10
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| Subject: | Data mining | Bayesian network (BN) | Back propagation neural network (BPN) | Principal component analysis (PCA) | C5.0 decision tree | Accrual earnings management | Bilanzpolitik | Accounting policy | Neuronale Netze | Neural networks | Bayes-Statistik | Bayesian inference | Data Mining | Entscheidungsbaum | Decision tree | Theorie | Theory | Hauptkomponentenanalyse | Principal component analysis |
| Type of publication: | Article |
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| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.econmod.2014.12.035 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10011434701