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论坛 计量经济学与统计论坛 五区 计量经济学与统计软件 EViews专版
13984 2
2005-08-06
请问大家, 在EVIEWS里进行因果关系(GRANGER CAUSALITY)TEST的时候, 我只能RUN出时间序列数据的, 但如果是 面板数据 POOL DATA/ PANEL DATA如何用EVIEWS得到F值和概率?请看下面的简单举例.
我导师这个月出去开会了, 我发EMAIL也是自动回复, 所以直接转发下EMAIL, 大家帮忙看看, (数据和变量是为了说明问题临时乱写的) 主要就是如果是POOL DATA/ PANEL DATA如何用EVIEWS直接得出一个SINGLE表格来看F值和概率, 从而判断因果关系? 还是必须每个CROSS-SECTION DATA都RUN一次GRANGER CAUSALITY, 然后把每个股票对应的F值和P值取平均, 我有258只股票, 那不是太麻烦了. 我只会用EVIEWS RUN出单只股票的GRANGER CAUSALITY, 但我以前好象看过别人文章里把N只一起RUN出, 就用一个表格来显示F和P. 我尝试把所有数据用PANEL DATA/ POOL DATA的形式输入EVIEWS, 可以RUN出POOLED ESTIMATION,就是像模型里面的系数和常见指标都可以, 但RUN不出一个表格的GRANGER CAUSALITY.
Dear Mike, When conducting Granger Causality test with Eviews, we need group data first, and select ‘Granger Causality’ and then enter the number of lags. I can run Granger Causality if the variables are like Yt, Yt-1, Xt, Xt-1…. But I wonder how to do the Granger Causality test if the variables are like Yi,t, Yi,t-1, Xi,t, Xi,t-1… ? It seems that variables like Yi,t, Yi,t-1, Xi,t, Xi,t-1 should be analysed as pool data/ panel data, so can we do the Granger Causality test for pool data/ panel data with Eviews?

For example, there is a stock; R denotes Return of the Stock, V denotes Trading Volume of the Stock..

Year

R

V

1995

103

2333883

1996

208

9992223

1997

306

3866688

1998

300

3000000

1999

200

34888888

2000

100

2987377

2001

988

998888348

2002

298

98888866

2003

302

2209993

2004

208

33388868

Rt=c1+ a2*Rt-1 +a3*Rt-2 +b1*Vt-1 + b2*Vt-2 + et

Vt=c2+a3* Rt-1 +a4* Rt-2 +b3*Vt-1 + b4**Vt-2 + et

We can work with a VAR model to get estimation and run the Granger Causality with Eviews to get F-Statistic and Probability (if 2 Lags).

Pairwise Granger Causality Tests

Date: 08/03/05 Time: 14:48

Sample: 1995 2004

Lags: 2

Null Hypothesis:

Obs

F-Statistic

Probability

V does not Granger Cause R

8

1.42507

0.36723

R does not Granger Cause V

1.75732

0.31250

BUT, if there are three stocks, S1, S2, S3; Ri,t denotes Return of Stock i in year t, Vi,t denotes Trading Volume of Stock i in year t.

Stock

Year

R

V

S1

1995

103

2333883

S1

1996

208

9992223

S1

1997

306

3866688

S1

1998

300

3000000

S1

1999

200

34888888

S1

2000

100

2987377

S1

2001

988

998888348

S1

2002

298

98888866

S1

2003

302

2209993

S1

2004

208

33388868

S2

1995

466

3888889

S2

1996

888

6888888

S2

1997

899

77888356

S2

1998

999

66666488

S2

1999

333

78888888

S2

2000

386

99988898

S2

2001

668

39999998

S2

2002

389

3000088

S2

2003

788

800997

S2

2004

200

6999998

S3

1995

100

3999877

S3

1996

300

30009988

S3

1997

500

5888876

S3

1998

400

4555858

S3

1999

800

33333888

S3

2000

300

28888888

S3

2001

200

18899999

S3

2002

383

2633388

S3

2003

236

2986878

S3

2004

639

38869866

Ri,t=c1+ a2*Ri,t-1 +a3*Ri,t-2 +b1*Vi,t-1 + b2*Vi,t-2 + et

Vi,t=c2+a3* Ri,t-1 +a4* Ri,t-2 +b3*Vi,t-1 + b4**Vi,t-2 + et

After importing all the above panel data, I select 'Granger Causality test' as usual and enter ‘R? T? ‘in the series list but it then shows ‘R? is not defined’.

·How can we run the Granger Causality with Eviews to get F-statistic and Prob. when dealing with panel data/ pool data??

·Can we get just a single table of F-stat. and Prob. rather than three tables for each stock ? Or we cannot get a single table but need to calculate the average of three different F-stat and Prob for each stock ? Because I hope to get a table as follows to see the Granger Causality btw R and V

Null Hypothesis:

Obs

F-Statistic

Probability

V does not Granger Cause R

..

..

..

R does not Granger Cause V

..

..

Looking forward to your answer. Many thanks!

Best Regards

有熟悉EVIEWS的同学会吗? 知道怎么用一次RUN出来吗?
谢谢大家的帮助!

[此贴子已经被作者于2005-8-6 10:52:54编辑过]

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全部回复
2005-8-6 22:53:00
这个问题值得研究,好像可以编个小程序完成
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2010-3-31 18:32:04
yes you can.....just import you data in panel format. After estimating a VAR for the series go to view-lag structure-Granger Causality.
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