variable selection procedure is that it enables us to achieve better robustness and efficiency by introducing an additional …

To enhance the efficiency of regression parameter estimation by modeling the correlation structure of correlated binary … error terms in quantile regression with repeated measurements, we propose a Gaussian pseudolikelihood approach for … correlation structure and improving regression parameter estimation efficiency. The proposed method is further illustrated by …