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Estimation theory
Schätztheorie
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Donald, Stephen G.
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Inverse probability weighted estimation of local average treatment effects : higher order MSE expansion
Donald, Stephen G.
;
Hsu, Yu-Chin
;
Lieli, Robert P.
-
2014
Persistent link: https://www.econbiz.de/10010246698
Saved in:
2
Testing the unconfoundedness assumption via inverse probability weighted estimators of (L)ATT
Donald, Stephen G.
;
Hsu, Yu-Chin
;
Lieli, Robert P.
-
2012
Persistent link: https://www.econbiz.de/10009682383
Saved in:
3
Testing the unconfoundedness assumption via inverse probability weighted estimators of (L)ATT
Donald, Stephen G.
;
Hsu, Yu-Chin
;
Lieli, Robert P.
- In:
Journal of business & economic statistics : JBES ; a …
32
(
2014
)
3
,
pp. 395-415
Persistent link: https://www.econbiz.de/10010488493
Saved in:
4
Inverse propensity score weighted estimation of local average treatment effects and a test of the unconfoundedness assumption
Donald, Stephen G.
;
Hsu, Yu-Chin
;
Lieli, Robert P.
-
2012
Persistent link: https://www.econbiz.de/10011622413
Saved in:
5
Estimation and inference for distribution functions and quantile functions in endogenous treatment effect models
Hsu, Yu-Chin
;
Lieli, Robert P.
;
Lai, Tsung-chih
-
2015
Persistent link: https://www.econbiz.de/10011383327
Saved in:
6
Estimating conditional average treatment effects
Abrevaya, Jason
;
Hsu, Yu-Chin
;
Lieli, Robert P.
- In:
Journal of business & economic statistics : JBES ; a …
33
(
2015
)
4
,
pp. 485-505
Persistent link: https://www.econbiz.de/10011403224
Saved in:
7
Using the area under an estimated ROC curve to test the adequacy of binary predictors
Lieli, Robert P.
;
Hsu, Yu-Chin
-
2018
Persistent link: https://www.econbiz.de/10011845248
Saved in:
8
Estimation of conditional average treatment effects with high-dimensional data
Fan, Qingliang
;
Hsu, Yu-Chin
;
Lieli, Robert P.
;
Zhang, …
- In:
Journal of business & economic statistics : JBES ; a …
40
(
2022
)
1
,
pp. 313-327
Persistent link: https://www.econbiz.de/10012804114
Saved in:
9
The use of machine learning in treatment effect estimation
Lieli, Robert P.
;
Hsu, Yu-Chin
;
Reguly, Ágoston
- In:
Econometrics with Machine Learning
,
(pp. 79-109)
.
2022
Persistent link: https://www.econbiz.de/10013447824
Saved in:
10
Estimation and inference for distribution and quantile functions in endogenous treatment effect models
Hsu, Yu-Chin
;
Lai, Tsung-Chih
;
Lieli, Robert P.
- In:
Econometric reviews
41
(
2022
)
1
,
pp. 22-50
Persistent link: https://www.econbiz.de/10013167577
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