Abstract:Presents a simple simulation of participants with varying ability and bias in face matching tasks, showing that principal components analysis may produce a separation of match and mismatch trial scores, as observed in real experiments. Having a bias, and being better at either match or mismatch trials are equivalent; why people show such biases or different strengths remains a research question.
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