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T. Kneib

38 papers hereh-index 518.9k citations312 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author21
  • last author16

Across the 37 of 38 papers where every author was matched, so the position is known.

fields
  • stat.ME24
  • stat.AP6
  • stat.ML3
  • cs.LG2
  • stat.CO2
  • cs.IR1
same name
  • T. Kneib — 6 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112025
most citedBayesian structured additive distributional regression with an application to regional income inequality in Germany

138 citations · 532 across the 35 of their papers we have counts for

collaborators
Showing stat.COShow all

2 papers · 1 filter

stat.CO2022

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.CO2018★ 54 cited

Conditional Model Selection in Mixed-Effects Models with cAIC4

Benjamin Säfken, David Rügamer, Thomas Kneib +1

Model selection in mixed models based on the conditional distribution is appropriate for many practical applications and has been a focus of recent statistical research. In this pa…

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