We propose a generalization of the linear quantile regression model to accommodate
possibilities afforded by panel data. Specifically, we extend the correlated random …

We propose a generalization of the linear quantile regression model to accommodate
possibilities afforded by panel data. Specifically, we extend the correlated random …

This article considers the estimation of the structure of wages in union and nonunion sectors.
It proposes an estimator that extends standard panel data techniques to the case in which …

We study the conditions under which it is possible to estimate regression quantiles by
estimating conditional means. The advantage of this approach is that it allows the use of …

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We introduce a quantile regression approach to panel data models with endogenous
variables and individual effects correlated with the independent variables. We find newly …

This study uses quantile regression models to examine whether the union wage effect varies
across the conditional wage distribution. Although for men it is evident that the union wage …

This note discusses two errors in the approach proposed in Canay for constructing a
computationally simple two-step estimator in a quantile regression model with quantile …

Economic data have long demonstrated a substantial wage premium for unionized workers--
on the order of 10 to 20 percent--relative to non-union workers with similar characteristics …

This paper studies panel quantile regression models with individual fixed effects. We
formally establish sufficient conditions for consistency and asymptotic normality of the …