5 citations · 33 across the 18 of their papers we have counts for
4 papers · 1 filter
Noncrossing structured additive multiple-output Bayesian quantile regression models
Bruno Santos, Thomas Kneib
Quantile regression models are a powerful tool for studying different points of the conditional distribution of univariate response variables. Their multivariate counterpart extens…
Generalised Joint Regression for Count Data with a Focus on Modelling Football Matches
Hendrik van der Wurp, Andreas Groll, Thomas Kneib +2
We propose a versatile joint regression framework for count responses. The method is implemented in the R add-on package GJRM and allows for modelling linear and non-linear depende…
Multivariate Conditional Transformation Models
Nadja Klein, Torsten Hothorn, Luisa Barbanti +1
Regression models describing the joint distribution of multivariate response variables conditional on covariate information have become an important aspect of contemporary regressi…
Bayesian Effect Selection in Structured Additive Distributional Regression Models
Nadja Klein, Manuel Carlan, Thomas Kneib +2
We propose a novel spike and slab prior specification with scaled beta prime marginals for the importance parameters of regression coefficients to allow for general effect selectio…