Dear Stata experts,
i am using 2sls to estimate the impact of water quality on health with state 14.
My explanatory variable is binary (safe water =0 , unsafe water= 1) and my Instrument is also binary (community level water quality).
I wanted to plot the first and 2nd stage residuls. The results are like that . Is there any issue for binary variable? I attach the graphs. For height-for-age, outcome variable is binary.
First stage
... 2nd Stage HAZ 2nd stage- Diarrhea
2nd stage HAZ 
The coefficient for the first stage and residuals are similar.
i am using 2sls to estimate the impact of water quality on health with state 14.
My explanatory variable is binary (safe water =0 , unsafe water= 1) and my Instrument is also binary (community level water quality).
I wanted to plot the first and 2nd stage residuls. The results are like that . Is there any issue for binary variable? I attach the graphs. For height-for-age, outcome variable is binary.
First stage
The coefficient for the first stage and residuals are similar.
