Hi
I'm writing a paper evaluation a public school reform in Denmark.
Since all the students got the reform, my control group is other european counties using PISA-data (standardized test).
To analyse the reform effect i use Difference in difference, estimation difference in developments before and after the reform. Since some students i Denmark has left the public school (to go to private school), and other students have joined (due to law of inclusion) the population is changed from before and after treatment.
I want to correct for this by matching the danish pretreatment with the post treatment both in Denmark and europe.
I've found a paper using Difference in Difference with matching, that shows two steps. The idea is to match the people from the treated group, pretreatment with respondents form three other groups (1:Treated group after treatment, 2: untreated group before AND 3: after)
1: Run two propensity scores (treatment and time, respectively) on X.
2: Match individuals with a variant of nearrest neighbors caliper matching with replacement bt pairring each treated respondent with a respondent in each comparison group. The respondents in each comparison group is chosen to minimiaze the euclidean distance from the treated individuals two estimated propensity scores, given the restrictions on the maximum allowable distance (the caliper) as well as common support.
And here comes my question. How can i matching on two propensity scores in three different groups?
Related Posts with Difference in Difference with matching (DiDM) - Using two estimated propensity scores
Interpetation of pstestCan anyone help me how to interpret psmatch2 and pstest? I wanted to do probit model ATE test using …
control row / colum percent display in svy jackknifewhen i do this: svy jackknife, subpop (if charflag==2 & SCHLEV_3CAT==2 & teach_pe_di==2 ): …
How to find variable1 that contain words like "apple" or "pear" with keywords typea... and replace them with the text "selected fruit"?Hi all. How to find variable1 that contain words like "apple" or "pear" or "orange" with keywords t…
Making loops to create 2 groups of variablesHello all, I have data that is set out with columns divided into Sex; then Labour Force Status (8 c…
How to compare statistical difference between coefficients of two regressionsDear Stata Users, Please, help me with the following. How do I compare statistical difference betw…
Subscribe to:
Post Comments (Atom)
0 Response to Difference in Difference with matching (DiDM) - Using two estimated propensity scores
Post a Comment