SEM as follows:
1. hours=a1*lwage+b1*educ+b2*age+b3*kidslt6+b4*nwifei nc+u1
2. lwage=a2*hours+b1*educ+b2*exper+b3*expersq
I regress these equtions with 2 methods(which I thought should be respectively IV and 2SLS)
(1)The first command is:
reg lwage educ age kidslt6 nwifeinc exper expersq
predict lwage_hat,xb
reg hours lwage_hat educ age kidslt6 nwifeinc
(2)The second command:
ivregress 2sls hours educ age kidslt6 nwifeinc (lwage=exper expersq)
My question is :
1. Why the coefficients with these two methods are different? The former one is greater than the latter one
2. AND what exactly is the differences between IV and 2SLS?
3. And if my commands are incorrect, what should be the correct ones with IV and 2SLS?
Many thanks!
1. hours=a1*lwage+b1*educ+b2*age+b3*kidslt6+b4*nwifei nc+u1
2. lwage=a2*hours+b1*educ+b2*exper+b3*expersq
I regress these equtions with 2 methods(which I thought should be respectively IV and 2SLS)
(1)The first command is:
reg lwage educ age kidslt6 nwifeinc exper expersq
predict lwage_hat,xb
reg hours lwage_hat educ age kidslt6 nwifeinc
(2)The second command:
ivregress 2sls hours educ age kidslt6 nwifeinc (lwage=exper expersq)
My question is :
1. Why the coefficients with these two methods are different? The former one is greater than the latter one
2. AND what exactly is the differences between IV and 2SLS?
3. And if my commands are incorrect, what should be the correct ones with IV and 2SLS?
Many thanks!
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