Title :
Establishment and empirical study of prediction model of financial status of listed companies based on entropy theory
Author :
Peng, Wu ; Weijun, Zhong ; Yingyu, Wu
Author_Institution :
Econ. & Manage. Sch., Southeast Univ., Nanjing, China
Abstract :
A new type of prediction model has been established by using entropy theory to predict changes of financial status of the listed companies. This model can be applied to enterprise ranking according to the financial status. Furthermore, the objective weight is assigned to each index in this model to remove weakness appeared in the case of subjective weight. Both financial indexes and corporate governance indexes data are applied to the demonstration analysis of the listed companies in metal and nonmetal industry. It proves that this entropy theory based-prediction model becomes very feasible and reliable to evaluate the financial status of the listed companies.
Keywords :
entropy; financial management; organisational aspects; corporate governance indexes; entropy theory; financial indexes; financial status; listed companies; Accuracy; Companies; Economic forecasting; Entropy; Financial management; Linearity; Metals industry; Neural networks; Predictive models; Regression analysis; corporate governance; dimensionless; entropy theory; financial prediction; listed companies;
Conference_Titel :
Industrial Engineering and Engineering Management, 2009. IE&EM '09. 16th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3671-2
Electronic_ISBN :
978-1-4244-3672-9
DOI :
10.1109/ICIEEM.2009.5344556