Bayesian synthetic likelihood posteriors exhibit multimodality and asymptotic non-Gaussianity under misspecification; likelihood tempering fails but robust variants succeed.
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Synthetic likelihood in misspecified models
Bayesian synthetic likelihood posteriors exhibit multimodality and asymptotic non-Gaussianity under misspecification; likelihood tempering fails but robust variants succeed.