Hello Statalist team, may I ask you the following qustion?
I would like to use the DID with propensity score matching in the following settings:
1) Pre treatment period = 2017, After = 2018
2) I have the panel datasets both in 2017 and 2018 for bank level.
3) I would like to major the average treatment effect of a policy occurred in 2018 on a bank deposit.
I use the following STATA code:
"teffects psmatch (Delta_Deposit) (treatment var1 var2 time) if fiscal_year == 2018"
treatment = 2018*treated dummy (bank level)
In this case, do I need to add the regression period of 2017 in the code?
So the correct code could be:
"teffects psmatch (Delta_Deposit) (treatment var1 var2 time) if fiscal_year == 2018 | fiscal_year == 2017"
In fact, I tried both but there is not a big difference between "if fiscal_year == 2018" and "if fiscal_year == 2018 | fiscal_year == 2017".
If I use only the year of 2018, matched sample should be selected based on the year of 2018?
But if I use the both years of 2017 and 2018, the matched sample should be selected based on the years of 2017 and 2018?
Thus in theory, propensity score matching should select the matched sample based on the treated sample meaning only to use 2018 could be the right answer.
Is this understanding correct?
Thank you for your advice in advance.
Best regards;
Related Posts with Difference in Difference with propensity score matching
Calculation of mean costs per patient and per type of admissionHello everyone, I have a dataset consisting of two groups of patients (control and intervention) wit…
Change in Beta coefficient of variable of interest and Within R^2 while running alternate specificationsDear Members, I ran the following 2 regressions(2 Models) Code: Model One xtreg cash_ta2_w L.epu…
Sensitivity and specificity interpretationHi, I've run an experimental survey (this is social science), with two treatment variables, using l…
generating dummy variable in panel data (firm-wise)Respectable Professors, Hope everyone is blessed with good health. I've panel dataset, SARS = con…
=="" invalid name (invalid syntax error)When I run a local variable through an if statement, it gives me the invalid name error Code: l…
Subscribe to:
Post Comments (Atom)
0 Response to Difference in Difference with propensity score matching
Post a Comment