Hello,
I am doing PMG estimation with my panel data and i divide the sample data into 3 sub-samples.
However, i can run a regression for the first period and get the result but not the two other periods. I got the error of near singular Matrix.
I tried VECM or VAR, but it did not happen, though. Could you help me out please?
FYI, I do not have any dummy variable. My variables are bond rate, GDP growth rate, real exchange rate, current account-to-GDP ratio, and debt-to-GDP ratio.
Thank you for consideration.
Sam
Pooled Mean Group estimation and singular matrix
Moderators: EViews Gareth, EViews Moderator
-
EViews Gareth
- Fe ddaethom, fe welon, fe amcangyfrifon
- Posts: 13604
- Joined: Tue Sep 16, 2008 5:38 pm
Re: Pooled Mean Group estimation and singular matrix
We'd need to see the workfile.
Re: Pooled Mean Group estimation and singular matrix
Attached is the file concerned.
Equation specification is
spread gdp rex debt ca (spread is dependent variable and others are independent ones)
and there are three periods: 2000Q1 - 2008Q2, 2008Q3 - 2012Q2, and 2012Q3 - 2015Q4
PMG estimation of the last two periods shows singular matrix error sign.
Thank you for consideration
Sam
Equation specification is
spread gdp rex debt ca (spread is dependent variable and others are independent ones)
and there are three periods: 2000Q1 - 2008Q2, 2008Q3 - 2012Q2, and 2012Q3 - 2015Q4
PMG estimation of the last two periods shows singular matrix error sign.
Thank you for consideration
Sam
- Attachments
-
- hk976.WF1
- (66.29 KiB) Downloaded 323 times
-
EViews Gareth
- Fe ddaethom, fe welon, fe amcangyfrifon
- Posts: 13604
- Joined: Tue Sep 16, 2008 5:38 pm
Re: Pooled Mean Group estimation and singular matrix
That workfile appears to be corrupted. Make sure your copy of EViews is up to date.
Re: Pooled Mean Group estimation and singular matrix
Could you try this again?
I am using up-to-date student version of eviews 9.5.
If it is not working, let me send you my excel file to your personal email.
Thank you so much
I am using up-to-date student version of eviews 9.5.
If it is not working, let me send you my excel file to your personal email.
Thank you so much
- Attachments
-
- Sam.WF1
- (82.39 KiB) Downloaded 338 times
-
startz
- Non-normality and collinearity are NOT problems!
- Posts: 3798
- Joined: Wed Sep 17, 2008 2:25 pm
Re: Pooled Mean Group estimation and singular matrix
Can you give the details of the estimation command?
-
EViews Gareth
- Fe ddaethom, fe welon, fe amcangyfrifon
- Posts: 13604
- Joined: Tue Sep 16, 2008 5:38 pm
Re: Pooled Mean Group estimation and singular matrix
I don't think you have enough observations to run with the default 4 lags in those latter samples. You'll need to reduce the number of lags (or use longer samples).
Re: Pooled Mean Group estimation and singular matrix
This is the estimation command: spread gdp rex debt ca
I have 9 countries (panel data) but still is it not enough data?
And, is that why the error pops up?? It does not seem related to "singular matrix".
Thank you for consideration
I have 9 countries (panel data) but still is it not enough data?
And, is that why the error pops up?? It does not seem related to "singular matrix".
Thank you for consideration
-
EViews Gareth
- Fe ddaethom, fe welon, fe amcangyfrifon
- Posts: 13604
- Joined: Tue Sep 16, 2008 5:38 pm
Re: Pooled Mean Group estimation and singular matrix
No, you don't have enough observations, and not having enough observations will always result in a singular matrix.
-
startz
- Non-normality and collinearity are NOT problems!
- Posts: 3798
- Joined: Wed Sep 17, 2008 2:25 pm
Re: Pooled Mean Group estimation and singular matrix
Note that pmg automatically inserts lags. That's why it's easy to run out of observations.
Re: Pooled Mean Group estimation and singular matrix
I divided the 9 countries into two panel groups (4 countries vs 5 countries)
I got the estimation results of all three periods of the first group.
However, I got the result of only first period of the second group the error pops up for the other two periods although I set the lag at the minimum and the second group has more observations than the first one.
I guess it is not just about the observations. (btw, I checked the correlation between variables and all are below 0.5)
I got the estimation results of all three periods of the first group.
However, I got the result of only first period of the second group the error pops up for the other two periods although I set the lag at the minimum and the second group has more observations than the first one.
I guess it is not just about the observations. (btw, I checked the correlation between variables and all are below 0.5)
-
EViews Gareth
- Fe ddaethom, fe welon, fe amcangyfrifon
- Posts: 13604
- Joined: Tue Sep 16, 2008 5:38 pm
Re: Pooled Mean Group estimation and singular matrix
It is almost certainly due to number of observations.
Who is online
Users browsing this forum: No registered users and 2 guests
