2 papers
stat.CO2026
Liesel: A Python Framework for Graph-Based Bayesian Modeling and Customizable MCMC with Support for Generalized Additive Models
Hannes Riebl, Johannes Brachem, Thomas Kneib +2
Liesel is a Python framework for Bayesian model building and posterior computation with dedicated support for generalized additive regression models that is designed to reduce fric…
stat.CO2025
Stochastic Variational Inference for Structured Additive Distributional Regression
Gianmarco Callegher, Thomas Kneib, Johannes Söding +1
In structured additive distributional regression, the conditional distribution of the response variables given the covariate information and the vector of model parameters is model…