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Nonparametric estimation and inference for conditional density based Granger causality measures

Taamouti, Abderrahim; Bouezmarni, Taoufik; El Ghouch, Anouar - In: Journal of econometrics 180 (2014) 2, pp. 251-264

Persistent link: https://www.econbiz.de/10010433362

Distribution regression difference-in-differences

Fernández-Val, Iván; Meier, Jonas; Vuuren, Aico van; … - 2024

We provide a simple distribution regression estimator for treatment effects in the difference-in-differences (DiD) design. Our procedure is particularly useful when the treatment effect differs across the distribution of the outcome variable. Our proposed estimator easily incorporates covariates...

Persistent link: https://www.econbiz.de/10015052864

Nonparametric IV estimation of local average treatment effects with covariates

Frölich, Markus - In: Journal of econometrics 139 (2007) 1, pp. 35-75

Persistent link: https://www.econbiz.de/10003516664

The value of knowing the propensity score for estimating average treatment effects

Rothe, Christoph - 2016

a nonparametric adjustment for covariates, building on ideas from the literature on double robust estimation. It is …

Persistent link: https://www.econbiz.de/10011486511

What is the value of knowing the propensity score of estimating average treatment effects

Frölich, Markus - 2002

score does not lead to a "dimension reduction". Instead it enables a more efficient estimation of the distribution of the …

Persistent link: https://www.econbiz.de/10011412472

Testing conditional independence via empirical likelihood

Su, Liangjun; White, Halbert - In: Journal of econometrics 182 (2014) 1, pp. 27-44

Persistent link: https://www.econbiz.de/10010497148

Valid inference for treatment effect parameters under irregular identification and many extreme propensity scores

Heiler, Phillip; Kazak, Ekaterina - In: Journal of econometrics 222 (2021) 2, pp. 1083-1108

Persistent link: https://www.econbiz.de/10012619820

Partial identification of the treatment effect distribution and its functionals

Firpo, Sérgio Pinheiro; Ridder, Geert - In: Journal of econometrics 213 (2019) 1, pp. 210-234

Persistent link: https://www.econbiz.de/10012304549

Design-based analysis in Difference-In-Differences settings with staggered adoption

Athey, Susan; Imbens, Guido - In: Journal of econometrics 226 (2022) 1, pp. 62-79

Persistent link: https://www.econbiz.de/10013440512

Identification and nonparametric estimation of a transformed additively separable model

Jacho-Chávez, David; Lewbel, Arthur; Linton, Oliver - In: Journal of econometrics 156 (2010) 2, pp. 392-407

Persistent link: https://www.econbiz.de/10008648803