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. Author manuscript; available in PMC: 2015 Feb 1.
Published in final edited form as: J Exp Psychol Gen. 2013 Feb 18;143(1):295–311. doi: 10.1037/a0031858

Table 6.

Analysis 2b models. (a) Fit information for compared models. (AICc – AIC corrected, K – degrees of freedom, Δ – change in AICc, W – relative weight of evidence for model among compared models, E – ratio of evidence for model in comparison to the most likely model). (b) Maximum likelihood model comparison. Each model is compared to the one immediately above it using Chi square test of log likelihoods.

(a)
Model K AICc Δ W E
cubic 44 45614.35 0.00 .55 1
quartic 52 45616.11 1.76 0.23 2.41
quadratic 36 45616.16 1.81 0.22 2.47
slope 28 45631.75 17.41 0 6021.88
intercept 20 45660.97 46.62 0 1.33 * 1010
Base 12 50797.68 5183.33 0
(b)
Model df AIC logLik χ2 df p
base 12 50798 −25387
intercept 20 45661 −22810 5152.8 8 2.2e−16 ***
slope 28 45631 −22788 45.36 8 3.15 * 10−7 ***
quadratic 36 45616 −22772 31.78 8 1.02 * 10−4 ***
cubic 44 45614 −22763 18.04 8 0.02 *
quartic 52 45615 −22756 14.52 8 0.07 .