ATHANASIOS KOTTAS, MILOVAN KRNJAJIĆ, Bayesian Semiparametric Modelling in Quantile Regression, Scandinavian Journal of Statistics, Vol. 36, No. 2 (June 2009), pp. 297-319 ...

Additionally, additive quantile mixed-effects models have been developed to elucidate nonlinear relationships in patient data, effectively mapping the progression of clinical markers over time [4].

In this paper we propose a semiparametric quantile regression model for censored survival data. Quantile regression permits covariates to affect survival differently at different stages in the ...

A novel Bayesian Hierarchical Network Model (BHNM) is designed for ensemble predictions of daily river stage, leveraging the spatial interdependence of river networks and hydrometeorological variables ...