2019
DOI: 10.1101/698290
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Extended Bayesian inference incorporating symmetry bias

Abstract: 2In this study, we start by proposing a causal induction model that incorporates symmetry bias. This 3 model is important in two aspects. First, it can reproduce causal induction of human judgment with higher 4 accuracy than conventional models. Second, it allows us to estimate the level of symmetry bias of subjects 5 from experimental data. We further propose an inference method that incorporates the aforementioned causal 6 induction model into Bayesian inference. In this method, the component of Bayesian inf… Show more

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