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Simulation-Based Calibration Checking for Bayesian Computation The Choice of Test Quantities Shapes Sensitivity

M Modrák, AH Moon, S Kim, P Bürkner… - arXiv preprint arXiv …, 2022 - arxiv.org
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Simulation-based calibration checking (SBC) is a practical method to validate computationally-derived posterior distributions or their approximations. In this paper, we introduce a …

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BibTeX

@misc{modrák2023simulationbased,
title={Simulation-Based Calibration Checking for Bayesian Computation The Choice of Test Quantities Shapes Sensitivity},
author={Martin Modrák and Angie H. Moon and Shinyoung Kim and Paul Bürkner and Niko Huurre and Kateřina Faltejsková and Andrew Gelman and Aki Vehtari},
year={2023},
eprint={2211.02383},
archivePrefix={arXiv},
primaryClass={stat.ME}
}

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