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Misspecification-robust Sequential Neural Likelihood

RP Kelly, DJ Nott, DT Frazier, DJ Warne… - arXiv preprint arXiv …, 2023 - arxiv.org
Statistics paper stat.ME Suggest

… Simulation-based inference (SBI) techniques are now an essential tool for the parameter estimation of mechanistic and simulatable models with intractable likelihoods. …

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BibTeX

@misc{kelly2024misspecificationrobust,
title={Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference},
author={Ryan P. Kelly and David J. Nott and David T. Frazier and David J. Warne and Chris Drovandi},
year={2024},
eprint={2301.13368},
archivePrefix={arXiv},
primaryClass={id='stat.ME' full_name='Methodology' is_active=True alt_name=None in_archive='stat' is_general=False description='Design, Surveys, Model Selection, Multiple Testing, Multivariate Methods, Signal and Image Processing, Time Series, Smoothing, Spatial Statistics, Survival Analysis, Nonparametric and Semiparametric Methods'}
}

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