The confidence-noise confidence-boost (CNCB) model of confidence rating data
Fig 14
Recovery and influence of probability transformation.
(A) Lower panel: Confidence efficiency for different values of the parameter. Upper panel: Discriminability of the blue and red simulations. (B) Estimated confidence noise. Upper panel: Discriminability of the blue and yellow simulations. (C) Estimated confidence boost. Upper panel: Discriminability of the blue and red simulations. (D) Recovery of the
parameter of the log-odds transformation. (E) Recovery of the
parameter of the log-odds transformation for different values of the
parameter. When
,the parameter
is undetermined. The colours represent three conditions for the confidence noise and confidence boost parameters
, namely
in blue,
in red, and
in yellow. In all panels, solid curves show median values over 100 repeated simulations, and shaded regions represent the interquartile range. Other parameters are listed in the Methods section.