Yu, Keming; Van Kerm, Philippe; Zhang, Jin - Luxembourg Institute of Socio-Economic Research … - 2004
This paper illustrates application of Bayesian inference to quantile regression. Bayesian inference regards unknown parameters as random variables, and we describe an MCMC algorithm to estimate the posterior densities of quantile regression parameters. Parameter uncertainty is taken into account...