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If you have single-trial data, the drift-diffusion model/DDM and related models, originating with Roger Ratcliff (1976/1978), can simultaneously fit the whole response distribution, both RTs and accuracies. It captures phenomena such that in some experiments, errors are systematically faster or slower than correct responses. Fitting and interpreting the DDM ...

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