Assessing Potential Heteroscedasticity in Psychological Data: A GAMLSS approach

Authors: Correa, Juan C., Kneib, Thomas, Ospina, Raydonal, Tejada, Julian, Marmolejo-Ramos, Fernando

Source: Tutorials in Quantitative Methods for Psychology, Vol 19, Iss 4, Pp 333-346 (2023)

Subject Terms: heteroscedasticity, gamlss, scientific evidence., Psychology, BF1-990

File Description: electronic resource

Relation: https://www.tqmp.org/RegularArticles/vol19-4/p333/p333.pdf; https://doaj.org/toc/1913-4126

Access URL: https://doaj.org/article/2adf67064db948e7bc547c20193331c2

Graphical Transformation Models

Authors: Herp, Matthias, Brachem, Johannes, Altenbuchinger, Michael, Kneib, Thomas

Subject Terms: Statistics - Methodology, Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2503.17845

Capturing heterogeneous time-variation in covariate effects in non-proportional hazard regression models

Authors: Hagemann, Niklas, Kneib, Thomas, Möllenhoff, Kathrin

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2501.13525

Stochastic Variational Inference for Structured Additive Distributional Regression

Authors: Callegher, Gianmarco, Kneib, Thomas, Söding, Johannes, Wiemann, Paul

Subject Terms: Statistics - Computation, 62, G.3

Access URL: http://arxiv.org/abs/2412.10038

Bayesian competing risks survival modeling for assessing the cause of death of patients with heart failure

Authors: Gutiérrez-Botella, Jesús, Armero, Carmen, Kneib, Thomas, Pata, María P., García-Seara, Javier

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/2409.16080

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery

Authors: Semnani, Parastoo, Bogojeski, Mihail, Bley, Florian, Zhang, Zizheng, Wu, Qiong, Kneib, Thomas, Herrmann, Jan, Weisser, Christoph, Patcas, Florina, Müller, Klaus-Robert

Subject Terms: Physics - Chemical Physics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.18935

A Critical Review of the Development of Technology Maturity Research and State-of-the-art Approaches

Authors: Hullen, Tabea, Wittfoth, Sven, Kneib, Thomas

Source: 2023 Portland International Conference on Management of Engineering and Technology (PICMET) Management of Engineering and Technology (PICMET), 2023 Portland International Conference on. :1-9 Jul, 2023

Relation: 2023 Portland International Conference on Management of Engineering and Technology (PICMET)

Bayesian Penalized Transformation Models: Structured Additive Location-Scale Regression for Arbitrary Conditional Distributions

Authors: Brachem, Johannes, Wiemann, Paul F. V., Kneib, Thomas

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2404.07440

Probabilistic Topic Modelling with Transformer Representations

Authors: Reuter, Arik, Thielmann, Anton, Weisser, Christoph, Säfken, Benjamin, Kneib, Thomas

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2403.03737

Coherence based Document Clustering

Authors: Thielmann, Anton, Weisser, Christoph, Kneib, Thomas, Safken, Benjamin

Source: 2023 IEEE 17th International Conference on Semantic Computing (ICSC) ICSC Semantic Computing (ICSC), 2023 IEEE 17th International Conference on. :9-16 Feb, 2023

Relation: 2023 IEEE 17th International Conference on Semantic Computing (ICSC)

Privacy Estimation on Twitter: Modelling the Effect of Latent Topics on Privacy by Integrating XGBoost, Topic and Generalized Additive Models

Authors: Tillmann, Arne, Kqiku, Lindrit, Reinhardt, Delphine, Weisser, Christoph, Safken, Benjamin, Kneib, Thomas

Source: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta) SMARTWORLD-UIC-SCALCOM-DIGITALTWIN-PRICOMP-META Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2022 IEEE. :2325-2332 Dec, 2022

Relation: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)

Demystifying Spatial Confounding

Authors: Dupont, Emiko, Marques, Isa, Kneib, Thomas

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2309.16861

TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point clouds

Authors: Henrich, Jonathan, van Delden, Jan, Seidel, Dominik, Kneib, Thomas, Ecker, Alexander

Source: Ecological Informatics, Volume 84, 2024, 102888

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2309.08471

'Spatial Joint Models through Bayesian Structured Piece-wise Additive Joint Modelling for Longitudinal and Time-to-Event Data'

Authors: Rappl, Anja, Kneib, Thomas, Lang, Stefan, Bergherr, Elisabeth

Subject Terms: Statistics - Methodology, Statistics - Computation

Access URL: http://arxiv.org/abs/2302.07020

Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean

Authors: Thielmann, Anton, Kruse, René-Marcel, Kneib, Thomas, Säfken, Benjamin

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.11862

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Liesel: A Probabilistic Programming Framework for Developing Semi-Parametric Regression Models and Custom Bayesian Inference Algorithms

Authors: Riebl, Hannes, Wiemann, Paul F. V., Kneib, Thomas

Subject Terms: Statistics - Computation

Access URL: http://arxiv.org/abs/2209.10975

Multivariate Distributional Stochastic Frontier Models

Authors: Schmidt, Rouven, Kneib, Thomas

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2208.10294

Twitmo: A Twitter Data Topic Modeling and Visualization Package for R

Authors: Buchmüller, Andreas, Kant, Gillian, Weisser, Christoph, Säfken, Benjamin, Kis-Katos, Krisztina, Kneib, Thomas

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language, Computer Science - Machine Learning, Statistics - Machine Learning, 68N30 (Primary) 62P25, 97K80 (Secondary)

Access URL: http://arxiv.org/abs/2207.11236

Bayesian Discrete Conditional Transformation Models

Authors: Carlan, Manuel, Kneib, Thomas

Subject Terms: Statistics - Methodology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2205.08594