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Papers matching “Bayesian model selection” 97

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Revealing new high-redshift quasar populations through Gaussian mixture model selection
2022 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

J. D. Wagenveld, Aayush Saxena, K. J. Duncan, Huub J. A. Röttgering, M. Zhang

7

citations
Sensor selection for hyper‐parameterized linear Bayesian inverse problems
2021 PAMM article Mathematics Numerical methods in inverse problems Open access

Nicole Aretz, Peng Chen, Karen Veroy

4

citations
Extreme data compression for Bayesian model comparison
2023 Journal of Cosmology and Astroparticle Physics article Mathematics Statistical Methods and Bayesian Inference Open access

Alan Heavens, Arrykrishna Mootoovaloo, Roberto Trotta, Elena Sellentin

1

citations
Bayesian data selection to quantify the value of data for landslide runout calibration
2026 Nonlinear processes in geophysics article Environmental Science Landslides and related hazards Open access

V Mithlesh Kumar, Anil Yıldiz, Julia Kowalski

0

citations
Stimulus-triggered task conflict affects task-selection errors in task switching: A Bayesian multinomial processing tree modeling approach.
2023 Journal of Experimental Psychology Learning Memory and Cognition article Neuroscience Neural and Behavioral Psychology Studies

Luca Moretti, Iring Koch, Marco Steinhauser, Stefanie Schuch

9

citations
A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models
2023 Journal of Computational Physics article Decision Sciences Optimal Experimental Design Methods Open access

Nicole Aretz, Peng Chen, Denise Degen, Karen Veroy

7

citations
The Hitchhiker’s guide to longitudinal models: A primer on model selection for repeated-measures methods
2023 Developmental Cognitive Neuroscience article Mathematics Statistical Methods and Bayesian Inference Open access

Ethan Michael McCormick, Michelle L. Byrne, John Coleman Flournoy, Kathryn L. Mills, Jennifer H. Pfeifer

47

citations
A Metropolized Adaptive Subspace Algorithm for High-Dimensional Bayesian Variable Selection
2022 Bayesian Analysis article Mathematics Markov Chains and Monte Carlo Methods Open access

Christian Staerk, Maria Kateri, Ioannis Ntzoufras

2

citations
Bayesian parameter inference and uncertainty-informed sensitivity analysis in a 0D cardiovascular model for intraoperative hypotension
2025 Computers in Biology and Medicine article Medicine Hemodynamic Monitoring and Therapy Open access

Jan‐Niklas Thiel, Marko Žličar, Ulrich Steinseifer, Borut Kirn, Michael Neidlin

1

citations
Fast Exact Bayesian Inference for Sparse Signals in the Normal Sequence Model
2020 Bayesian Analysis article Mathematics Statistical Methods and Inference Open access

Tim van Erven, Botond Szabó

7

citations
Galaxy Merger Rates up to z ∼ 3 Using a Bayesian Deep Learning Model: A Major-merger Classifier Using IllustrisTNG Simulation Data
2020 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

92

citations
Rethinking 13C-metabolic flux analysis – The Bayesian way of flux inference
2024 Metabolic Engineering article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

Axel Theorell, Johann F. Jadebeck, Wolfgang Wiechert, Johnjoe McFadden, Katharina Nöh

7

citations
High-dimensional variable selection via low-dimensional adaptive learning
2021 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

Christian Staerk, Maria Kateri, Ioannis Ntzoufras

11

citations
Validation of a perioperative population factor VIII pharmacokinetic model with a large cohort of pediatric hemophilia a patients
2021 British Journal of Clinical Pharmacology article Medicine Hemophilia Treatment and Research Open access

Tim Preijers, Ri J. Liesner, Hendrika C. A. M. Hazendonk, Pratima Chowdary, Mariette H E Driessens, Dan P. Hart, +7 more

5

citations
Plasma thrombin generation in the presence of TIX-5 may contribute significantly to a prediction model for major bleeding in patients on VKA anticoagulant therapy
2024 Thrombosis Update article Medicine Blood Coagulation and Thrombosis Mechanisms Open access

Anja Sol-Maag, Hessel Peters Sengers, Mettine H.A. Bos, Tom van der Poll, Nienke van Rein, Cornelis van ′t Veer

2

citations
The hot interstellar medium towards 4U 1820-30: a Bayesian analysis
2020 Astronomy and Astrophysics article Physics and Astronomy Astrophysical Phenomena and Observations Open access

10

citations
The hot interstellar medium towards 4U 1820-30: a Bayesian analysis
2021 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Astrophysical Phenomena and Observations Open access

Daniele Rogantini, Missagh Mehdipour, L. Kuiper, P. Ranalli, L. B. F. M. Waters

8

citations
PeakPerformance - A tool for Bayesian inference-based fitting of LC-MS/MS peaks
2024 The Journal of Open Source Software article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

Jochen Nießer, Michael Osthege, Eric von Lieres, Wolfgang Wiechert, Stephan Noack

1

citations
Least squares and marginal log-likelihood model predictive control using normalizing flows
2025 RWTH Publications (RWTH Aachen) article Engineering Advanced Control Systems Optimization Open access

0

citations
Bayesian experimental design in production engineering: a comprehensive performance and robustness study
2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access

Lars Leyendecker, Ana Maria Gonzalez Degetau, Katharina Bata, Jessica Emonts, Angela Schmitz, Robert Heinrich Schmitt

0

citations
: Bayesian tool for selecting z ≳ 7 quasars
2025 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

M. Ezziati, R. Pelló, Jean-Gabriel Cuby, Pierre Pudlo, F.-X. Dupe, J.-C. Lambert, +6 more

0

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 RWTH Publications (RWTH Aachen) article Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
Can We Trust Bayesian Uncertainty Quantification from Gaussian Process Priors with Squared Exponential Covariance Kernel?
2021 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Gaussian Processes and Bayesian Inference Open access

Amine Hadji, Botond Szabó

18

citations
Generalized linear mixed-model (GLMM) trees: A flexible decision-tree method for multilevel and longitudinal data
2020 Psychotherapy Research article Mathematics Statistical Methods and Bayesian Inference Open access

Marjolein Fokkema, Julian H. Edbrooke-Childs, Miranda Wolpert

91

citations
Description length of canonical and microcanonical models
2025 Physical Review Research article Physics and Astronomy Statistical Mechanics and Entropy Open access

Tiziano Squartini, Peter Grünwald, Diego Garlaschelli

3

citations