Dear respected scholars,
I am trying to estimate average treatment effects on the treated (ATT) using IPWRA, PSM, and ESR models. However, I struggle to estimate ATT using the ESR model in STATA/Stata software.
The outcome variable is production cost and net returns.
The treatment variable is 1=if the respondents have adopted the technology and 0=otherwise.
The control variable is Age, Education, Experience, Farm size, Land ownership, and Land typology.
I would be grateful if anyone could guide me with the procedure.
Thank you very much.
Sincerely,
Faruque.
Hi,
Use this algorithm for the ESR (Endogenous Switching Regression):
movestay Production _cost Net_return , select(Adoption =Age Education Experiencd Farm_size Land_size Land_ownership Land_typology) iter (100)
mspredict y11, yc1_1
mspredict y12, yc1_2
mspredict y22, yc2_2
mspredict y21, yc2_1
ATT
ttest y11=y21, unpaired
ATU
ttest y12=y22, unpaired
Good luck
.
.
Dear Dr. Elrashid,
Thank you very much for the kind reply.
Kind regards
Faruque.
Dear Dr. Elrashid A. Fageer , How are you? In my understanding:
- mspredict yc1_1 means 'Expected value of the dependent variable in the first regime conditional on the dependent variable being observed.'
- mspredict yc2_1 'Expected value of the dependent variable in the first regime conditional on the dependent variable not being observed.'
- mspredict yc1_2 means 'Expected value of the dependent variable in the second equation conditional on the dependent variable not being observed.'
- mspredict yc2_2 'Expected value of the dependent variable in the second equation conditional on the dependent variable being observed.'
I kindly request you to correct me if I am wrong?
Thank you very much.
Kind regards
Faruque.
I'm using endogenous switching regression model to estimate the impact of technology adoption on consumption expenditure using movestay command in stata. The model runs O.K., but the average treatment effects (ATU and ATT) value says missing observation. I need someone's help with the command or examples illustrating how to estimate the treatment effect?
Dear Bogale, please share some information of your data so that i can help you with your issues. Thank you.
- Badges
- Science topic
- Similar topics
- Social Psychology
- Attitude