This paper develops cluster robust inference methods for panel quantile regression (QR) models with individual fixed … effects, allowing temporal correlation within each individual. The conventional QR standard errors can seriously underestimate …

This study develops cluster robust inference methods for panel quantile regression (QR) models with individual fixed … effects, allowing for temporal correlation within each individual. The conventional QR standard errors can seriously …

This paper proposes a quantile regression estimator for a heterogeneous panel model with lagged dependent variables and … Pesaran (2015) and demonstrates that the extension to the estimation of dynamic quantile regression models is feasible under … the time series dimension of the panel is large. We present an application to the evaluation of Time-of-Use pricing using …

This paper proposes a quantile regression estimator for a heterogeneous panel model with lagged dependent variables and … Pesaran (2015) and demonstrates that the extension to the estimation of dynamic quantile regression models is feasible under … the time series dimension of the panel is large. We present an application to the evaluation of Time-of-Use pricing using …

This paper proposes a quantile regression estimator for a heterogeneous panel model with lagged dependent variables and … Pesaran (2015) and demonstrates that the extension to the estimation of dynamic quantile regression models is feasible under … the time series dimension of the panel is large. We present an application to the evaluation of Time-of-Use pricing using …

This paper argues that cross-sectional dependence (CSD) is an indicator of misspecification in panel quantile … regression (QR) rather than just a nuisance that may be accounted for with panel-robust standard errors. This motivates the … development of a novel test for panel QR misspecification based on detecting CSD. The test possesses a standard normal limiting …

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 …

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 …