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underscore the importance of using nonparametric estimation approaches to unveil spatial heterogeneity in applied urban and …
Persistent link: https://www.econbiz.de/10011997933
This paper partially identifies population treatment effects in observational data under sample selection, without the benefit of random treatment assignment. Bounds are provided for both average and quantile population treatment effects, combining assumptions for the selected and the...
Persistent link: https://www.econbiz.de/10011992007
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We develop non-parametric instrumental variable estimation and inferential theory for econometric models with possibly …
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of asymptotic theory and the estimation of standard errors. The proposed robust confidence interval estimators permit a …
Persistent link: https://www.econbiz.de/10015095127
This paper introduces a exible local projection that generalises the model by Jordà (2005) to a non-parametric setting using Bayesian Additive Regression Trees. Monte Carlo experiments show that our BART-LP model is able to capture non-linearities in the impulse responses. Our first application...
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fixed coefficient and the rest a time-varying one. We provide an estimation method and establish associated theoretical …
Persistent link: https://www.econbiz.de/10015192982