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Historical econometrics : instrumental variables and regression discontinuity designs

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Instrumental Variables Estimation of Average Treatment Effects in Econometrics and Epidemiology

Angrist, Joshua D. - 2021

The average effect of intervention or treatment is a parameter of interest in both epidemiology and econometrics. A key … nonlinear models. Most latent index models commonly applied to qualitative outcomes in econometrics fail to satisfy these …

Persistent link: https://www.econbiz.de/10013231434

IV Quantile Regression for Group-Level Treatments, with an Application to the Distributional Effects of Trade

Chetverikov, Denis - 2015

of group-level unobservables, standard quantile regression techniques are inconsistent in our setting even if the …, consisting of group-by-group quantile regression followed by two-stage least squares. Using the Bahadur representation of …

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On policy evaluation with aggregate time-series instruments

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Pre-Event Trends in the Panel Event-Study Design

Freyaldenhoven, Simon - 2018

We consider a linear panel event-study design in which unobserved confounds may be related both to the outcome and to the policy variable of interest. We provide sufficient conditions to identify the causal effect of the policy by exploiting covariates related to the policy only through the...

Persistent link: https://www.econbiz.de/10012920350