A new approach to model financial markets
文献类型：期刊论文
| 作者 | Xie Habin1; Wang Shouyang2 |
| 刊名 | JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
 |
| 出版日期 | 2013 |
| 卷号 | 26期号:3页码:432-440 |
| 关键词 | SECURITY PRICE VOLATILITIES DOLLAR EXCHANGE-RATE TIME-SERIES ANALYSIS CONDITIONAL HETEROSKEDASTICITY VARIANCE MONEY RETURNS INCOME Granger causality range range decomposition VAR |
| ISSN号 | 1009-6124 |
| 其他题名 | A NEW APPROACH TO MODEL FINANCIAL MARKETS |
| 英文摘要 | This paper deals with the problem of how to take full use of prices information to model financial markets. A range decomposition technique is proposed to decompose the returns into two components. It is proved theoretically that these two components are bi-directional Granger causality, which makes it convenient to establish a vector autoregressive model (VAR). Both simulations and empirical studies are performed, and the results are consistent with the theoretical ones. The range decomposition approach presented in this paper is more efficient in information employment and suggests a new framework to model financial markets. |
| 语种 | 英语 |
| CSCD记录号 | CSCD:4908034 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/56983]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 作者单位 | 1.对外经济贸易大学 2.中国科学院数学与系统科学研究院 |
| 推荐引用方式 GB/T 7714 | Xie Habin,Wang Shouyang. A new approach to model financial markets[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2013,26(3):432-440. |
| APA | Xie Habin,&Wang Shouyang.(2013).A new approach to model financial markets.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,26(3),432-440. |
| MLA | Xie Habin,et al."A new approach to model financial markets".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 26.3(2013):432-440. |
入库方式： OAI收割
来源：数学与系统科学研究院
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