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[I'm done!] assignment 1Causality/STA9083 2025. 4. 1. 22:56
This is my solution for assignment1 in STA9083 class.
Please do *NOT* trust my solution entirely, and just use it as referernce, since it is my own solution and *NOT VERIFIED*
If you have any comment on my solution, please leave it. Any comments are welcome!
이번 학기는 assignment 지옥인가요..?
무슨 도장 깨기도 아니고, 하나 치우면, 어느새 새로운 놈 등장..!
너무 가혹해요.. 흑흑
게다가 exam과 project 도 있다는 사실..!
살려주세요.
내 주특기 발동할 시점이 되었구나.
내 주특기.. "징징거리기" ㅎㅎ
슬슬 또 "힘들다고, 대학원 괜히 왔다고" 징~징~ 징글벨 울릴 때가 되었네. ㅎ
푸는 중임.
이거 수식 편집은 또 어쩔거..ㅎㅎ
Problem 1 [Randomized experiments]
(a) (5.2) SRE vs CRE [Done!]
(b) (6.7) Regression adjustment using linear regression with interaction [Done!]
Problem 2
(a) (10.2) Nonparametric identification of the distributional and quantile causal effects
quantile causal effect?
?
(b) (10.3) Outcome imputation estimator in the fully interacted logistic model [Done!]
(c) (11.3) Lack of invariance for the IPW estimator [Done!]
(d) (12.2) An alternative form of the doubly robust estimator [Done!]
Problem 3 [Done!]
Problem 4 [Almost Done, but I have to review and add more interpretation!]
Problem 5 (Almost done, but I have to revise interpretation, since the ATT results are quite different with ATE results!)
★ Need to revise interpretation! ★
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