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3.7 was used to select the simplest evolutionary model that adequately fitted the sequence data [ 28].
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M7 and M8 fitted the sequences better than M0, M3, M1a and M2a with values of l = −4857.207 and −4857.206, respectively (Table 4).
The additive model fits the sequence where seasonal and period components are obvious.
The curve fitting problem in (35) can be solved analogously to the problem of fitting the sequence (u k ) to an initial term structure of bond prices; compare with Proposition 6.1 in Keller-Ressel et al. (2013) and the corresponding proof.
The simplest model of sequence evolution that best fits the sequence data (GTR+G) was determined under the Akaike Information Criterion (AIC) in jModeltest 0.1.1 [40], [40].
Overseas dispersals are often invoked when Southern Hemisphere terrestrial and freshwater organism phylogenies do not fit the sequence or timing of Gondwana fragmentation.
To determine the simplest model of sequence evolution that best fits the sequence data, the Hierarchical Likelihood Ratio Test (hLRT) and Akaike Information Criterion AICC) were implemented using MrModeltest 1.1b [62], [62] in each data set.
The evolutionary model most closely fitting the sequence data was determined using Akaike information criterion with the MEGA program [ 33].
Moreover, the generative nature of the EBM enables differential diagnosis, as the EBM can assign a likelihood of a particular case fitting the sequence for any particular disease.
Note that these models were identified as the available ML models that best fit the sequence alignments, according to the AIC criterion [ 40].
Thereafter, we used PAUP* to fit the sequence data for each gene to the (pruned) supertree topology under the optimal model in a ML framework.
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