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. 2022 Aug 18;10:e13910. doi: 10.7717/peerj.13910

Table 1. Model description, model parameter estimates, log-likelihood, log(L), and AIC for one homogeneous and seven heterogeneous rate or correlation multivariate Brownian evolution models fit to the centrarchid feeding morphology evolution data of Fig. 1.

σi,j2 gives the instantaneous variance of the Brownian process (evolutionary rate) for the ith trait and jth regime. Note that this is a different use of subscripts as compared to Eq. (1) in which only traits, and not regimes, were being indicated. rj gives the evolutionary correlation between traits 1 and 2 for evolutionary regime j. In the table, regime 1 is non-piscivory and regime 2 is piscivorous feeding mode, while trait 1 is relative gape width and trait 2 is relative buccal length (Fig. 1). The best-supported model using AIC as our model selection criterion, highlighted in bold font, is model 3c: different rates for trait 2, different correlations.

Model description σ1,12 σ1,22 σ2,12 σ2,22 r 1 r 2 log(L) AIC
Common rates, common correlation [1] 0.11 0.056 0.41 72.2 −134.4
Different rates, common correlation [2] 0.18 0.05 0.02 0.09 0.45 78.0 −142.0
Different rates (trait 1), common correlation [2b] 0.20 0.04 0.06 0.55 76.0 −140.0
Different rates (trait 2), common correlation [2c] 0.11 0.02 0.10 0.33 75.3 −138.7
Common rates, different correlation [3] 0.10 0.06 0.16 0.68 73.6 −135.2
Different rates (trait 1), different correlation [3b] 0.17 0.05 0.06 0.36 0.65 76.5 −139.0
Different rates (trait 2), different correlation [3c] 0.11 0.01 0.16 0.00 0.85 80.7 −147.4
No common structure [4] 0.14 0.08 0.01 0.13 −0.05 0.80 81.2 −146.5