Your English writing platform
Discover LudwigExact(20)
Each hypothesis posited that one of the faces was a sample from the subject's subjective distribution, with some potential perceptual noise added, while the other face came from another distribution (here assumed to be uniform; see also Figure S1 and the Supplemental Experimental Procedures for a decision theoretic rationale).
To avoid terminological confusion later, we will refer to a subject's prior as their "subjective distribution," and in line with other studies of perceptual priors, we assume that it affects perceptual decisions without necessarily being explicitly accessible by the subject.
The essence of our method is to use a second layer of Bayesian inference to invert the ideal observer model in order to estimate the subjective distribution from the set of responses the subject gives to the stimuli presented over the course of an experiment, S ∗.
For each parameter, the manufacturer's imperfect knowledge is characterized by a subjective distribution.
When eliciting the subjective distribution numerical answer options are provided together with verbal descriptions.
Ambiguity arises when individuals do not hold a single subjective distribution but may hold a set of them.
Similar(40)
Importantly, despite differing greatly across subjects, subjective distributions were similar between tasks within each subject.
We extracted the subjective distributions of ten subjects who performed both the familiarity and the OOO task.
This suggests that within-subject dissimilarities of estimated subjective distributions are due to factors not related to the stimuli and the corresponding priors, but to inherent variability in subjects' responses.
Importantly, the subjective distributions of the more consistent subjects were also more similar in the two tasks.
The subjective distributions were independently estimated in each subject and in each task.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com