Ma, Lingjie; Koenker, Roger - Centre for Microdata Methods and Practice (CEMMAP) - 2004
Two classes of quantile regression estimation methods for the recursive structural equation models of Chesher (2003) are investigated. A class of weighted average derivative estimators based directly on the identification strategy of Chesher is contrasted with a new control variate estimation...