Instrumental Variables
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ripperpool
- Posts: 3
- Joined: Sat Mar 07, 2009 8:47 am
Instrumental Variables
Anybody has any idea about them? Can I refer to any notes or online material regarding these as I am still a newbie at this 
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startz
- Non-normality and collinearity are NOT problems!
- Posts: 3797
- Joined: Wed Sep 17, 2008 2:25 pm
Re: Instrumental Variables
The wikipedia entry is not bad.
Re: Instrumental Variables
it is used in the case when the initial assumptions about x and error term do not hold.
e.g. if x and error are correlated, we need an IV that is highly correlated with x but uncorrelated with error, say z.
then two stage least square applies, 1st, regress x on z to get x hat; 2nd regree y on x hat.
i hope my ans is clear.
e.g. if x and error are correlated, we need an IV that is highly correlated with x but uncorrelated with error, say z.
then two stage least square applies, 1st, regress x on z to get x hat; 2nd regree y on x hat.
i hope my ans is clear.
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startz
- Non-normality and collinearity are NOT problems!
- Posts: 3797
- Joined: Wed Sep 17, 2008 2:25 pm
Re: Instrumental Variables
although you should use the EViews command TSLS. Don't run two separate regressions.we need an IV that is highly correlated with x but uncorrelated with error, say z.
then two stage least square applies, 1st, regress x on z to get x hat; 2nd regree y on x hat.
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