Thomas Kneib
Georg-August-Universität Göttingen
H-index: 52
Europe-Germany
Top articles of Thomas Kneib
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Modeling multiplicative interaction effects in Gaussian structured additive regression models | Philipp Aschersleben Julian Granna Thomas Kneib Stefan Lang Nikolaus Umlauf | 2024/1 | |
Variational inference: uncertainty quantification in additive models | AStA Advances in Statistical Analysis | Jens Lichter Paul FV Wiemann Thomas Kneib | 2024/4/3 |
Probabilistic Topic Modelling with Transformer Representations | arXiv preprint arXiv:2403.03737 | Arik Reuter Anton Thielmann Christoph Weisser Benjamin Säfken Thomas Kneib | 2024/3/6 |
A simplified spatial+ approach to mitigate spatial confounding in multivariate spatial areal models | Spatial Statistics | Arantxa Urdangarin Tomás Goicoa Thomas Kneib María Dolores Ugarte | 2024/3/1 |
Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications | Mikis D Stasinopoulos Thomas Kneib Nadja Klein Andreas Mayr Gillian Z Heller | 2024/2/29 | |
Neural additive models for location scale and shape: A framework for interpretable neural regression beyond the mean | Anton Frederik Thielmann René-Marcel Kruse Thomas Kneib Benjamin Säfken | 2024/4/18 | |
The nonlinear dependence of income inequality and carbon emissions: Potentials for a sustainable future | Ecological Economics | Franziska Dorn Simone Maxand Thomas Kneib | 2024/2/1 |
Bayesian Penalized Transformation Models: Structured Additive Location-Scale Regression for Arbitrary Conditional Distributions | arXiv preprint arXiv:2404.07440 | Johannes Brachem Paul FV Wiemann Thomas Kneib | 2024/4/11 |
Mitigating spatial confounding by explicitly correlating Gaussian random fields | Environmetrics | Isa Marques Thomas Kneib Nadja Klein | 2023/6 |
Coherence based document clustering | Anton Thielmann Christoph Weisser Thomas Kneib Benjamin Säfken | 2023/2/1 | |
Rage against the mean–a review of distributional regression approaches | Thomas Kneib Alexander Silbersdorff Benjamin Säfken | 2023/4/1 | |
A multilevel analysis of real estate valuation using distributional and quantile regression | Statistical Modelling | Alexander Razen Wolfgang Brunauer Nadja Klein Thomas Kneib Stefan Lang | 2023/10 |
A Variance Partitioning Multi-level Model for Forest Inventory Data with a Fixed Plot Design | Journal of Agricultural, Biological and Environmental Statistics | Isa Marques Paul FV Wiemann Thomas Kneib | 2023/12 |
Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data | Computational statistics | Christoph Weisser Christoph Gerloff Anton Thielmann Andre Python Arik Reuter | 2023/6 |
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics | Fernando Marmolejo‐Ramos Mauricio Tejo Marek Brabec Jakub Kuzilek Srecko Joksimovic | 2023/1 | |
Verteilungsregression | Thomas Kneib Elisabeth Bergherr | 2023/3/31 | |
Demystifying Spatial Confounding | arXiv preprint arXiv:2309.16861 | Emiko Dupont Isa Marques Thomas Kneib | 2023/9/28 |
Spatial joint models through Bayesian structured piecewise additive joint modelling for longitudinal and time-to-event data | Statistics and Computing | Anja Rappl Thomas Kneib Stefan Lang Elisabeth Bergherr | 2023/12 |
Navigating Spatial Confounding in a Bayesian Framework: Assessment, Approaches, and Practical Recommendations for Researchers | 2023 IMS International Conference on Statistics and Data Science (ICSDS) | Isa Marques Emiko Dupont Thomas Kneib Paul Wiemann | 2023/12/18 |
Modelling intra-annual tree stem growth with a distributional regression approach for Gaussian process responses | Journal of the Royal Statistical Society Series C: Applied Statistics | Hannes Riebl Nadja Klein Thomas Kneib | 2023/5 |
