stata中双重差分

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

求教，关于双重差分（DID），stata的do文件有直接可用的编程吗？

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏7 回帖

关键词：Stata tata 双重差分 do文件 DID

findit DIFF https://ideas.repec.org/c/boc/bocode/s457083.html

coolsun 发表于 2015-3-30 21:03
findit DIFF https://ideas.repec.org/c/boc/bocode/s457083.html

多谢！因为刚刚开始学习stata,所以很多东西还不了解，感谢帮助

    1. Diff-in-Diff with no covariates.
    We use the dataset form Card & Krueger (1994)*.

         use "http://fmwww.bc.edu/repec/bocode/c/CardKrueger1994.dta"

         diff fte, t(treated) p(t)

    For bootstrapped std. err.:

         diff fte, t(treated) p(t) bs rep(50)

    2. Diff-in-Diff with covariates.

         diff fte, t(treated) p(t) cov(bk kfc roys)
         diff fte, t(treated) p(t) cov(bk kfc roys) report
         diff fte, t(treated) p(t) cov(bk kfc roys) report bs

    3. Kernel Propensity Score Diff-in-Diff.

         diff fte, t(treated) p(t) cov(bk kfc roys) kernel id(id)
         diff fte, t(treated) p(t) cov(bk kfc roys) kernel id(id) support
         diff fte, t(treated) p(t) cov(bk kfc roys) kernel id(id) support addcov(wendys)
         diff fte, t(treated) p(t) kernel id(id) ktype(gaussian) pscore(_ps)
         diff fte, t(treated) p(t) kernel id(id) ktype(gaussian) pscore(_ps) bs reps(50)

  3. Kernel Propensity Score Diff-in-Diff (Repeated Cross Section - rcs).

         diff fte, t(treated) p(t) cov(bk kfc roys) kernel rcs
         diff fte, t(treated) p(t) cov(bk kfc roys) kernel rcs support
         diff fte, t(treated) p(t) cov(bk kfc roys) kernel rcs support addcov(wendys)
         diff fte, t(treated) p(t) kernel rcs ktype(gaussian) pscore(_ps)
         diff fte, t(treated) p(t) cov(bk kfc roys) kernel rcs support addcov(wendys) bs reps
> (50)

    4. Quantile Diff-in-Diff.

         diff fte, t(treated) p(t) qdid(0.25)
         diff fte, t(treated) p(t) qdid(0.50)
         diff fte, t(treated) p(t) qdid(0.75)
         diff fte, t(treated) p(t) qdid(0.50) cov(bk kfc roys)
         diff fte, t(treated) p(t) qdid(0.50) cov(bk kfc roys) kernel id(id)
         diff fte, t(treated) p(t) qdid(0.50) cov(bk kfc roys) kernel rcs

    5. Balancing test of covariates.

         diff fte, t(treated) p(t) cov(bk kfc roys wendys) test
         diff fte, t(treated) p(t) cov(bk kfc roys wendys) test id(id) kernel
         diff fte, t(treated) p(t) cov(bk kfc roys wendys) test kernel rcs

    6. Storing results with outreg2.
    Install or update outreg2:
         ssc install outreg2, replace

    Run the following command after diff. Results will be stored in working directory (also
        see help outreg2 for further options:
        
    outreg2 using table_diff, ctitle(`r(depvar)') addstat(Mean control t(0), r(mean_c0),
        Mean treated t(0), r(mean_t0), Diff t(0), r(diff0), Mean control t(1), r(mean_c1),
        Mean treated t(1), r(mean_t1), Diff t(1), r(diff1)) label excel keep(_diff) nocons

6513 发表于 2016-11-15 09:52
1. Diff-in-Diff with no covariates.
    We use the dataset form Card & Krueger (1994)*.

你好，关于diff结果的保存，我一直弄不好，请问可以解释下这行命令吗，需要做哪些修改

6513 发表于 2016-11-15 09:52
1. Diff-in-Diff with no covariates.
    We use the dataset form Card & Krueger (1994)*.

请问addcov 和 bootstrapped 是什么意思呀