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.ME2009
On Bayesian Curve Fitting Via Auxiliary Variables
Y. Fan, J. -L Dortet-Bernadet, S. A. Sisson
In this article we revisit the auxiliary variable method introduced in Smith and kohn (1996) for the fitting of P-th order spline regression models with an unknown number of knot p…