Inequality constrained quantile regression

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A fast and efficient implementation of qualitatively constrained quantile smoothing splines (2007, methodology): “Readers are referred to Koenker and Ng (2005a, 2005b) for the details.”
Nonparametric estimation and inference on conditional quantile processes (2015, methodology): “Second, the optimization can be written as a linear programing problem with linear inequality constraints and can be solved using the algorithm in Koenker and Ng (2005) without essential modi cation.”
Mathematical and Statistical Methods for Actuarial Sciences and Finance (2014, methodology): “Rundmo [20] pointed out how the possibility of workplace injuries is linked to the perception of risk frequency and exposure.”