Papers matching “high-dimensional Bayesian inference” 11
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A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications2025 Computer Physics Communications article Mathematics Markov Chains and Monte Carlo Methods Open access
Joshua G. Albert, Csaba Balázs, Andrew Fowlie, Will J. Handley, N. T. Hunt-Smith, Roberto Ruiz de Austri, +1 more
11citations -
High-dimensional, outcome-dependent missing data problems: Models for the human KIR loci2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Bayesian Inference Open access
Lars L. J. van der Burg, Hein Putter, Henning Baldauf, Jürgen Sauter, Johannes Schetelig, Liesbeth C. de Wreede, +1 more
0citations -
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access
Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more
0citations -
Alternatives to default shrinkage methods can improve prediction accuracy, calibration, and coverage: A methods comparison study2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Mark A. van de Wiel, Gwenaël G. R. Leday, Martijn W. Heymans, Erik W. van Zwet, Aeilko Having Zwinderman, Jeroen Hoogland
2citations
11 results