I have problem with the dummy variables.
Posted: Thu Jan 12, 2012 11:44 pm
Hello, I'm doing my thesis to see weather political instabilities affect FDI and I have some questions. I was gathered data from 31 countries between 1980 and 2008. I set FDI as countrol variable and there are five political dummy variables.
polity2, 1 means a country is autocracy and 0 means democracy.
inttot, 1 means there are interstate conflicts and o means there are no interstate conflicts.
civtot,1 means there are intrastate conflicts and o means there are no intrastate conflicts.
rights,1 means there are no freedom in the electoral process and o means there are freedom in the electoral process.
civil, 1 means there are no freedom in expression and o means there are freedom in expression.
I type down @expand(polity2,civtot,inttot, rights, civil) in the common coefficients box and this is the result I got.
Dependent Variable: FDI?
Method: Pooled Least Squares
Date: 01/13/12 Time: 12:34
Sample: 1980 2008
Included observations: 29
Cross-sections included: 30
Total pool (unbalanced) observations: 541
Cross sections without valid observations dropped
Variable Coefficient Std. Error t-Statistic Prob.
DEPR? 0.000239 0.002096 0.114142 0.9092
RGDPPC? 0.000299 0.000467 0.641920 0.5212
GDPPCLAG1? 5.52E-05 0.000125 0.442889 0.6580
INFL? -0.003827 0.004771 -0.802247 0.4228
TRADE? -0.138881 0.042912 -3.236377 0.0013
AID? 2.90E-09 6.92E-10 4.195268 0.0000
EDEBT? 0.000529 3.95E-05 13.39470 0.0000
EXR? -1.62E-10 5.95E-10 -0.272157 0.7856
POLITY2?=0,INTTOT?=0,CIVTOT?=0,RIGHTS?=0,CIVIL?=0 5.585604 1.125078 4.964636 0.0000
POLITY2?=1,INTTOT?=0,CIVTOT?=0,RIGHTS?=0,CIVIL?=0 -0.580929 5.925297 -0.098042 0.9219
POLITY2?=1,INTTOT?=0,CIVTOT?=0,RIGHTS?=1,CIVIL?=1 4.950566 1.446125 3.423332 0.0007
R-squared 0.305343 Mean dependent var 5.744005
Adjusted R-squared 0.292236 S.D. dependent var 13.66466
S.E. of regression 11.49590 Akaike info criterion 7.741981
Sum squared resid 70042.55 Schwarz criterion 7.829278
Log likelihood -2083.206 Hannan-Quinn criter. 7.776120
Durbin-Watson stat 0.563631
My question are;
1. Why are there only three combinations of the dummy set? I think it would be 5! like
POLITY2?=0,INTTOT?=0,CIVTOT?=0,RIGHTS?=0,CIVIL?=0
POLITY2?=0,INTTOT?=1,CIVTOT?=0,RIGHTS?=0,CIVIL?=0
POLITY2?=0,INTTOT?=1,CIVTOT?=1,RIGHTS?=0,CIVIL?=0
POLITY2?=0,INTTOT?=1,CIVTOT?=1,RIGHTS?=1,CIVIL?=0
and so on. Where are the other combinations?
2. Which political dummy variables does the coefficient belong to? 5.585 belongs to polity2 or the others.
3. What does the coefficient of the dummy variables mean?
Thank you so much, Chun
polity2, 1 means a country is autocracy and 0 means democracy.
inttot, 1 means there are interstate conflicts and o means there are no interstate conflicts.
civtot,1 means there are intrastate conflicts and o means there are no intrastate conflicts.
rights,1 means there are no freedom in the electoral process and o means there are freedom in the electoral process.
civil, 1 means there are no freedom in expression and o means there are freedom in expression.
I type down @expand(polity2,civtot,inttot, rights, civil) in the common coefficients box and this is the result I got.
Dependent Variable: FDI?
Method: Pooled Least Squares
Date: 01/13/12 Time: 12:34
Sample: 1980 2008
Included observations: 29
Cross-sections included: 30
Total pool (unbalanced) observations: 541
Cross sections without valid observations dropped
Variable Coefficient Std. Error t-Statistic Prob.
DEPR? 0.000239 0.002096 0.114142 0.9092
RGDPPC? 0.000299 0.000467 0.641920 0.5212
GDPPCLAG1? 5.52E-05 0.000125 0.442889 0.6580
INFL? -0.003827 0.004771 -0.802247 0.4228
TRADE? -0.138881 0.042912 -3.236377 0.0013
AID? 2.90E-09 6.92E-10 4.195268 0.0000
EDEBT? 0.000529 3.95E-05 13.39470 0.0000
EXR? -1.62E-10 5.95E-10 -0.272157 0.7856
POLITY2?=0,INTTOT?=0,CIVTOT?=0,RIGHTS?=0,CIVIL?=0 5.585604 1.125078 4.964636 0.0000
POLITY2?=1,INTTOT?=0,CIVTOT?=0,RIGHTS?=0,CIVIL?=0 -0.580929 5.925297 -0.098042 0.9219
POLITY2?=1,INTTOT?=0,CIVTOT?=0,RIGHTS?=1,CIVIL?=1 4.950566 1.446125 3.423332 0.0007
R-squared 0.305343 Mean dependent var 5.744005
Adjusted R-squared 0.292236 S.D. dependent var 13.66466
S.E. of regression 11.49590 Akaike info criterion 7.741981
Sum squared resid 70042.55 Schwarz criterion 7.829278
Log likelihood -2083.206 Hannan-Quinn criter. 7.776120
Durbin-Watson stat 0.563631
My question are;
1. Why are there only three combinations of the dummy set? I think it would be 5! like
POLITY2?=0,INTTOT?=0,CIVTOT?=0,RIGHTS?=0,CIVIL?=0
POLITY2?=0,INTTOT?=1,CIVTOT?=0,RIGHTS?=0,CIVIL?=0
POLITY2?=0,INTTOT?=1,CIVTOT?=1,RIGHTS?=0,CIVIL?=0
POLITY2?=0,INTTOT?=1,CIVTOT?=1,RIGHTS?=1,CIVIL?=0
and so on. Where are the other combinations?
2. Which political dummy variables does the coefficient belong to? 5.585 belongs to polity2 or the others.
3. What does the coefficient of the dummy variables mean?
Thank you so much, Chun