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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 3.

Analysis 1a 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
quadratic 45 76068.73 0.00 .98 1
cubic 56 76077.01 8.28 .02 62.68
slope 34 76078.34 9.61 .01 122.02
quartic 67 76096.2 27.47 0 920420
intercept 23 76123.49 54.76 0 7.78 * 1011
base 12 90628.42 14559.69 0
(b)
Model df AIC logLik χ2 df p
base 12 90628 −45302
intercept 23 76123 −38039 14527.01 11 2.2 * 10 ***
slope 34 76078 −38005 67.28 11 4.01 * 10 ***
quadratic 43 76067 −37991 28.92 11 6.69 * 10−4 ***
cubic 56 76076 −37982 13.95 11 0.24
quartic 67 76095 −37981 3.08 11 0.99