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The mitochondrial data were partitioned into first, second and third base pair positions as previous studies using the same gene region and many of the same taxa have demonstrated this significantly improves likelihood [ 28].
The CPBA of a network is theoretically appealing since a) it generalizes correlation and multigraph network methods, b) it improves likelihood based significance tests for edge counts, c) it directly models higher-order relationships between clusters, and d) it suggests novel clustering algorithms.
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The methods improve likelihood estimation for spectrum prediction problems with large sample size.
As indicated in the previous section, bias correction can be used to improve likelihood estimates.
Over the past several years, considerable achievement in speed and cost of gene synthesis has facilitated complete redesign of entire gene sequences, significantly improving likelihood of high-level protein expression.
In this paper, we describe improved likelihood score computation in the HTM and a novel A∗-based time-asynchronous lattice-constrained decoding algorithm for the HTM evaluation.
Interestingly, pioneering work by Erving Goffman conceptualized self-presentation as a process of projecting deliberately choreographed "face" to others (Goffman, 1955) and a large literature shows that people manage their appearance to improve likelihood of desirable outcomes.
Elderly patients have improved likelihood of survival when recommended treatment is applied.
Our results prove that the time-heterogeneous approach produces improved likelihood values with improved branch lengths estimates and more realistic, though not perfect (see below), topology estimates.
K values above five did not greatly improve likelihood scores but do reveal subdivision between T.min-N & T.min-C and within T.alp-N (graphs not shown).
When the associated fit of the model (as reflected by the value of the log-likelihood) is significantly improved (likelihood ratio test), this indicates a significant treatment effect on the ET50 value.
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