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Doubly robust difference-in-differences estimators
Sant'Anna, Pedro H. C.; Zhao, Jun - In: Journal of econometrics 219 (2020) 1, pp. 101-122
Persistent link: https://www.econbiz.de/10012483192
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Data-driven sensitivity analysis for matching estimators
Cerulli, Giovanni - In: Economics letters 185 (2019), pp. 1-5
Persistent link: https://www.econbiz.de/10012304959
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Matching using sufficient dimension reduction for causal inference
Luo, Wei; Zhu, Yeying - In: Journal of business & economic statistics : JBES ; a … 38 (2020) 4, pp. 888-900
Persistent link: https://www.econbiz.de/10012313377
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Identification and estimation of spillover effects in randomized experiments
Vazquez-Bare, Gonzalo - In: Journal of econometrics 237 (2023) 1, pp. 1-26
Persistent link: https://www.econbiz.de/10014471486
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Nonparametric causal inference with functional covariates
Kurisu, Daisuke; Otsu, Taisuke; Xu, Mengshan - 2023
Persistent link: https://www.econbiz.de/10014430124
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Estimating density ratio of marginals to joint : applications to causal inference
Matsushita, Yukitoshi; Otsu, Taisuke; Takahata, Keisuke - In: Journal of business & economic statistics : JBES ; a … 41 (2023) 2, pp. 467-481
Persistent link: https://www.econbiz.de/10014448247
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Assessing sensitivity to unconfoundedness : estimation and inference
Masten, Matthew A.; Poirier, Alexandre; Zhang, Linqi - In: Journal of business & economic statistics : JBES ; a … 42 (2024) 1, pp. 1-13
Persistent link: https://www.econbiz.de/10014448667
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A unified framework for dynamic treatment effect estimation in interactive fixed effect models
Brown, Nicholas; Butts, Kyle - 2022
We present a unifying identification strategy of dynamic average treatment effect parameters for staggered interventions when parallel trends are valid only after controlling for interactive fixed effects. This setting nests the usual parallel trends assumption, but allows treated units to have...
Persistent link: https://www.econbiz.de/10013556783
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Covariates distributions balancing for continuous treatment
Jiang, Qingshan; Xu, Li; Huang, Can - In: Economics letters 217 (2022), pp. 1-4
Persistent link: https://www.econbiz.de/10013465162
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Nonlinear and nonseparable structural functions in regression discontinuity designs with a continuous treatment
Xie, Haitian - In: Journal of econometrics 242 (2024) 1, pp. 1-42
Persistent link: https://www.econbiz.de/10015075201