For an assignment I have to estimate a Heckman Selection Model.
I use data for the year 2011/12 and need to estimate the impact of using a subsidy card on crop yields. I have a dummy variable for 'subsidy card' which is the selection term and crop yields is a continuous variable. In addition I control for several farm level characteristics. For identification I use an additional variable that represents distance to agricultural extension office.
I broadly need to follow section 7 if the paper "SELECTION AND COMPARATIVE ADVANTAGE IN TECHNOLOGY ADOPTION"
This section estimates the average treatment effect (ATE), treatment effect on treated (TT), marginal treatment effect (MTE) and LATE using the Heckman selection model.
Reading the examples for the Heckman command I realize that I can run the Heckman command and then use the predict option to generate the ATE. But I am not clear how to generate all ATE, TT, MTE and LATE after running the Heckman command.
How can I get the ATE, TT, MTE and LATE?
Thank you
I use data for the year 2011/12 and need to estimate the impact of using a subsidy card on crop yields. I have a dummy variable for 'subsidy card' which is the selection term and crop yields is a continuous variable. In addition I control for several farm level characteristics. For identification I use an additional variable that represents distance to agricultural extension office.
I broadly need to follow section 7 if the paper "SELECTION AND COMPARATIVE ADVANTAGE IN TECHNOLOGY ADOPTION"
This section estimates the average treatment effect (ATE), treatment effect on treated (TT), marginal treatment effect (MTE) and LATE using the Heckman selection model.
Reading the examples for the Heckman command I realize that I can run the Heckman command and then use the predict option to generate the ATE. But I am not clear how to generate all ATE, TT, MTE and LATE after running the Heckman command.
How can I get the ATE, TT, MTE and LATE?
Thank you
