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. Author manuscript; available in PMC: 2017 Jun 1.
Published in final edited form as: Psychol Rev. 2016 May 12;123(4):452–480. doi: 10.1037/rev0000028

Table A2.

For all models and subjects, the probability p that the negative cross-entropy is equal to or higher than the negative entropy. Green shading indicates p > 0.05. Models whose names are written in green are the eight best models; models whose names are written in read are simple heuristic models and two-step models. For the eight best models, most subjects have p>0.05, indicating these models are good in an “absolute” sense.

MBC MG RC WYZ XLM YC YL YMH YZ
Opt 0.97 0.2 0.14 0.17 0.05 0.92 0.071 0.099 0.015
Sum <10−16 <10−3 <10−11 <10−16 0.0045 <10−16 <10−16 <10−16 <10−3
Max <10−9 0.034 <10−5 <10−16 0.069 <10−16 <10−16 <10−16 0.01
Min <10−16 <10−16 <10−16 <10−16 <10−16 <10−16 <10−16 <10−16 <10−16
Var 0.89 <10−7 0.22 0.043 <10−16 0.98 <10−4 0.15 <10−16
Sign <10−3 0.062 0.0011 <10−5 0.15 <10−6 <10−5 <10−16 0.005
MaxT2 <10−16 <10−4 <10−13 <10−16 <10−3 <10−16 <10−16 <10−16 <10−6
MaxT12 <10−16 <10−6 <10−16 <10−16 <10−4 <10−16 <10−16 <10−16 <10−8
MaxT13 0.73 <10−14 0.023 0.0053 <10−16 0.96 <10−9 0.12 <10−16
MaxT23 0.94 0.073 0.28 0.12 <10−4 0.97 <10−3 0.15 <10−7
MaxT123 0.82 <10−10 0.067 0.015 <10−16 0.98 <10−7 0.12 <10−16
SumErf <10−16 <10−4 <10−11 <10−16 <10−3 <10−16 <10−16 <10−16 <10−5
SumErfTl <10−16 <10−4 <10−16 <10−16 0.0075 <10−16 <10−16 <10−16 <10−7
SumErfT2 <10−16 <10−4 <10−12 <10−16 <10−3 <10−16 <10−16 <10−16 <10−5
SumErfT3 0.96 0.47 0.16 0.33 0.068 0.93 0.13 0.15 0.024
SumErfT12 <10−16 <10−10 <10−14 <10−16 <10−4 <10−16 <10−16 <10−16 <10−7
SumErfT13 0.96 0.096 0.18 0.29 <10−7 0.96 0.027 0.19 <10−5
SumErfT23 0.95 0.5 0.15 0.33 0.37 0.91 0.13 0.15 0.16
SumXT1 <10−16 <10−4 <10−16 <10−16 <10−3 <10−16 <10−16 <10−16 <10−6
SumXT2 <10−16 <10−3 <10−12 <10−16 0.0016 <10−16 <10−16 <10−16 <10−4
SumXT3 0.95 0.52 0.15 0.32 0.18 0.89 0.15 0.13 0.072
SumXT12 <10−16 <10−5 <10−14 <10−16 <10−4 <10−16 <10−16 <10−16 <10−7
SumXT13 0.96 0.25 0.17 0.33 0.0022 0.92 0.073 0.15 0.0016
SumXT23 0.93 0.46 0.12 0.3 0.41 0.86 0.1 0.12 <10−3
SumXT123 0.95 0.5 0.15 0.33 0.19 0.9 0.15 0.13 0.065