Title :
Generalized Pareto Distribution Fit to the Risk of Operating Cash Flow - Empirical Evidence from China´s Listed Companies of Real Estate
Author :
Liu, Jinxia ; Han, Liyan ; Lou, Jing
Author_Institution :
Sch. of Econ. & Manage., BeiHang Univ. (BUAA), Beijing, China
Abstract :
Cash-Flow-at-Risk (CFaR) is important to the finance and investment of companies, and it is a significant factor of the corporate risk management. We use the Generalized Pareto Distribution (GPD) to model the operating Cash-Flow-at-Risk of real estate listed companies of China. The empirical results show that the GPD outperforms the Normal distribution, allowing actuaries to estimate high quantiles, and providing evaluations of the relative reliability to managers.
Keywords :
Pareto distribution; financial data processing; investment; real estate data processing; risk management; China real estate listed company; cash-flow-at-risk; corporate risk management; finance; generalized Pareto distribution; investment; Companies; Economic forecasting; Finance; Financial management; Fluid flow measurement; Gaussian distribution; Investments; Reactive power; Risk analysis; Risk management;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5302146