VAR estimation issues
Posted: Sun Feb 08, 2015 3:58 am
Hi Guys,
I'm having a nightmare with my dissertation data analysis and my supervisor is one of those very busy ones who don't reply to e-mail, so I thought I'd come here for help.
Basically, I'm looking at the economics effects of trade openness on poverty reductions in Brazil. The variables I have are Poverty, Openness, Inflation, FDI and Government Consumption.
I have logged all variables apart from inflation ( as it's measured in rates ) and ran a unit root test to check the order of the variables and they're all non-stationary but become stationary at first order. I then differentiated all variables and saved the changes. I checked for co-integration using the Johansen test and the results showed that they aren't co-integrated. I then decided to use a VAR model to estimate my regression, but my results are still very weird..
None of the variables are significant and the R^2 is very low! I read on a few books that this is normal for VAR models and that people don't usually use their coefficient for interpretation.. is this correct? Also, I put Poverty and Openness as my endogenous variables and the rest of them as exogenous as the purpose of the paper is to see the effects of openness on poverty. Would this be correct or should I include all variables as endogenous?
I have attached here a print screen of all the process I went through, please if you can spot any mistakes let me know as I've spent 3 weeks trying to work this out without any success and I'm feeling very lost atm.
Thank you
Diego
I'm having a nightmare with my dissertation data analysis and my supervisor is one of those very busy ones who don't reply to e-mail, so I thought I'd come here for help.
Basically, I'm looking at the economics effects of trade openness on poverty reductions in Brazil. The variables I have are Poverty, Openness, Inflation, FDI and Government Consumption.
I have logged all variables apart from inflation ( as it's measured in rates ) and ran a unit root test to check the order of the variables and they're all non-stationary but become stationary at first order. I then differentiated all variables and saved the changes. I checked for co-integration using the Johansen test and the results showed that they aren't co-integrated. I then decided to use a VAR model to estimate my regression, but my results are still very weird..
None of the variables are significant and the R^2 is very low! I read on a few books that this is normal for VAR models and that people don't usually use their coefficient for interpretation.. is this correct? Also, I put Poverty and Openness as my endogenous variables and the rest of them as exogenous as the purpose of the paper is to see the effects of openness on poverty. Would this be correct or should I include all variables as endogenous?
I have attached here a print screen of all the process I went through, please if you can spot any mistakes let me know as I've spent 3 weeks trying to work this out without any success and I'm feeling very lost atm.
Thank you
Diego