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In this paper we show how nuisance parameter marginalized posteriors can be inferred directly from simulations in a likelihood-free setting, without having to jointly infer the higher-dimensional interesting and nuisance parameter posterior first and marginalize a posteriori.
Alsing J., Charnock T., Feeney S., Wandelt B., 2019, pre-print arXiv:1903.00007
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