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Sensitivity Analysis in Unconditional Quantile Effects
To illustrate our method, we perform a sensitivity analysis on the effect of unionizing low income workers on the quantiles of the distribution of (log) wages.
Unconditional Quantile Partial Effects via Conditional Quantile Regression
This paper develops a semi-parametric procedure for estimation of unconditional quantile partial effects using quantile regression coefficients.
Unconditional Effects of General Policy Interventions
The location-scale shift is intended to study a counterfactual policy aimed at changing not only the mean or location of a covariate but also its dispersion or scale.
Identification and Estimation of Unconditional Policy Effects of an Endogenous Binary Treatment: An Unconditional MTE Approach
This paper studies the identification and estimation of policy effects when treatment status is binary and endogenous.
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