3 papers
stat.ME2017
Noncrossing simultaneous Bayesian quantile curve fitting
T. Rodrigues, J. -L. Dortet-Bernadet, Y. Fan
Bayesian simultaneous estimation of nonparametric quantile curves is a challenging problem, requiring a flexible and robust data model whilst satisfying the monotonicity or noncros…
stat.ME2016
Pyramid quantile regression
T. Rodrigues, J. -L. Dortet-Bernadet, Y. Fan
Quantile regression models provide a wide picture of the conditional distributions of the response variable by capturing the effect of the covariates at different quantile levels.…
stat.ME2015
Regression Adjustment for Noncrossing Bayesian Quantile Regression
Thais Rodrigues, Yanan Fan
A two-stage approach is proposed to overcome the problem in quantile regression, where separately fitted curves for several quantiles may cross. The standard Bayesian quantile regr…