Dear statalist,
I am using a first-stage probit and use the fitted probabilities from this regression as an instrument in the second-stage. I have an original regression with an endogenous binary independent variable and continuous dependent variable (Y). Furthermore, I add an instrument (Z) as well.
1. first-stage probit
2. Use predicted values from previous step as an instrument and perform second stage
Since I use both shat (predicted probabilities) and Z as instruments, how can I test the strength of these instruments (F-stat > 10)? Or how can I verify whether I used relevant instruments?
I am using a first-stage probit and use the fitted probabilities from this regression as an instrument in the second-stage. I have an original regression with an endogenous binary independent variable and continuous dependent variable (Y). Furthermore, I add an instrument (Z) as well.
1. first-stage probit
Code:
probit X1 Xi-Xn Z i.year i.ffi, vce(robust), where X1 is the endogenous dummy, Xi-Xn are the exogenous variables and Z is the instrument
Code:
predict shat, pr
Code:
ivregress 2sls Y X1 Xi-Xn (X1 = shat z), vce(robust) first
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