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After an initial model-building phase, the first-order approximation to the likelihood available in NONMEM was used to model the data.
A phylogenetic tree was inferred by using maximum composite likelihood available in MEGA version 4.0.1.
Phylogenetic trees were inferred using maximum likelihood available in Physher [ 26] employing the generalised time-reversible (GTR) substitution model and a discretised gamma distribution (4 categories) of rates across sites (Γ4).
This method results in estimates of relative rates that are almost always similar to the relative hazards obtained from Cox regression models (and have relative hazard interpretation) but with the advantage of having a full likelihood available to measure goodness-of-fit.
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Our program historically sits in the exact dates of the University of Colorado summer break, in order to maximize the likelihood of available temporary housing.
Additionally, phylogenetic trees for nucleotide sequences, corresponding to the conserved motifs used for proteins, were inferred by means of the maximum likelihood method available in PAUP 4b10 [116].
Phylogenetic trees of the HA gene segment were created using the maximum likelihood method available in DNASIS-MAX version 02 06 (Hitachi-Japan).
To compare these three alignments, we selected 50 sequences representing the phylogenetic diversity of the intestinal microbial community, extracted the alignments of these 50 sequences from the larger alignments, and then used these alignments to generate phylogenetic trees (using a maximum likelihood method available on the CIPRES web-portal: http://8ball.sdsc.edu 8889/cipres-web .sdsc.edu 8889/cipres-web
These include the magnitude or likelihood of available reward, and the costs involved in obtaining those rewards.
If parameters are known or the likelihood is available in a closed form, then the model selection is generally straightforward.
As no explicit likelihood is available for pseudo-values, generalized estimating equations (GEE), [ 34], are used accounting for the correlation of the pseudo-values within each subject.
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