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Partial identification of distributional and quantile treatment effects in difference-in-differences models
Fan, Yanqin; Yu, Zhengfei - In: Economics letters 115 (2012) 3, pp. 511-515
Persistent link: https://www.econbiz.de/10009632890
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Counterfactual treatment effects : estimation and inference
Hsu, Yu-Chin; Lai, Tsung-Chih; Lieli, Robert P. - In: Journal of business & economic statistics : JBES ; a … 40 (2022) 1, pp. 240-255
Persistent link: https://www.econbiz.de/10012804104
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A quasi synthetic control method for nonlinear models
Cai, Zongwu; Fang, Ying; Lin, Ming; Wu, Zixuan - 2023
Persistent link: https://www.econbiz.de/10014280802
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Testing for nonparametric identification of causal effects in the presence of a quasi-instrument
DeLuna, Xavier; Johansson, Per-Olov - 2012
The identification of average causal effects of a treatment in observational studies is typically based either on the unconfoundedness assumption or on the availability of an instrument. When available, instruments may also be used to test for the unconfoundedness assumption (exogeneity of the...
Persistent link: https://www.econbiz.de/10009554447
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Testing for nonparametric identification of causal effects in the presence of a quasi-instrument
DeLuna, Xavier; Johansson, Per-Olov - 2012
The identification of average causal effects of a treatment in observational studies is typically based either on the unconfoundedness assumption or on the availability of an instrument. When available, instruments may also be used to test for the unconfoundedness assumption (exogeneity of the...
Persistent link: https://www.econbiz.de/10009558957
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Identification based on difference-in-differences approaches with multiple treatments
Fricke, Hans - 2015
Persistent link: https://www.econbiz.de/10011289257
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Searching for rehabilitation in nonparametric regression models with exogenous treatment assignment
Henderson, Daniel J.; Maasoumi, Esfandiar - 2012
This paper offers some new directions in the analysis of nonparamertric models with exogenous treatment assignment. The nonparametric approach opens the door to the examination of potentially different distributed outcomes. When combined with cross-validation, it also identifies potentially...
Persistent link: https://www.econbiz.de/10009629111
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Nonparametric tests of conditional treatment effects with an application to single-sex schooling on academic achievements
Chang, Minsu; Lee, Sokbae; Whang, Yoon-jae - In: The econometrics journal 18 (2015) 3, pp. 307-346
Persistent link: https://www.econbiz.de/10011473805
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Testing for Nonparametric Identification of Causal Effects in the Presence of a Quasi-Instrument
de Luna, Xavier - 2012
The identification of average causal effects of a treatment in observational studies is typically based either on the unconfoundedness assumption or on the availability of an instrument. When available, instruments may also be used to test for the unconfoundedness assumption (exogeneity of the...
Persistent link: https://www.econbiz.de/10013104053
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Estimating dynamic treatment effects in event studies with heterogeneous treatment effects
Sun, Liyang; Abraham, Sarah - In: Journal of econometrics 225 (2021) 2, pp. 175-199
Persistent link: https://www.econbiz.de/10013275431