Before revision:  We propose to incorporate these extra covariates via auxiliary regressions in the estimation and inference of unconditional QTEs  .
After revision:  We propose to incorporate these extra covariates via auxiliary regressions in the estimation and inference of unconditional QTEs under CARs .