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Vector Autoregressive (VAR) Modeling and Projection of DSE

Vector Autoregressive (VAR) Modeling and Projection of DSE
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摘要 In this paper, vector autoregressive (VAR) models have been recognized for the selected indicators of Dhaka stock exchange (DSE). Bangladesh uses the micro economic variables, such as stock trade, invested stock capital, stock volume, current market value, and DSE general indexes which have the direct impact on DSE prices. The data were collected for the period from June 2004 to July 2013 as the basis on daily scale. But to get the maximum explorative information and reduction of volatility, the data have been transformed to the monthly scale. The outliers and extreme values of the study variables are detected through box and whisker plot. To detect the unit root property of the study variables, various unit root tests have been applied. The forecast performance of the different VAR models is compared to have the minimum residual. Moreover, the dynamics of this financial market is analyzed through Granger causality and impulse response analysis.
出处 《Chinese Business Review》 2015年第6期273-289,共17页 中国经济评论(英文版)
关键词 vector autoregressive (VAR) model impulse response analysis Granger causality 向量自回归 DSE VAR 单位根检验 建模 投影 股票交易 微观经济
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参考文献28

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