simulation-based approach for estimation, which exploits the computational simplicity of ordinary quantile regression in each …

-sectional analyses. This paper takes a step toward estimating of causal effects of milk consumption on cancer by applying panel …-country variation in a panel of up to 50 countries for 1990 to 2008. Possible methodological problems arising from omitted variables … (confounding factors), heterogeneity, and outliers are carefully discussed and a wide range of recent panel econometric estimators …

This paper proposes new ℓ1-penalized quantile regression estimators for panel data, which explicitly allows for … the techniques to two empirical studies. First, the new method is applied to the estimation of labor supply elasticities …

We propose a generalization of the linear quantile regression model to accommodate possibilities afforded by panel data …; Section 2.6). We show that panel data allows the econometrician to (i) introduce dependence between the regressors and the … (NLSY79). Consistent with prior work (e.g., Chamberlain, 1982; Vella and Verbeek, 1998), we find that using panel data to …