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The other two methods that are confronted to EMtree in this paper are Neighbor-Joining (NJ) and a usual continuous-time maximum-likelihood (ML).
As usual, continuous (resp. symmetric/homogeneous) means are defined in the habitual way.
Hence, using Lemmas 2.5 and 3.8, on growing of (c > 0) we can invoke the usual continuous dependence and monotonicity argument thanks to (25) and (26), which guarantee that both (y_{c, f}^ ) cannot reach 1 and (y_{c, f}^) cannot vanish without crossing each other.
These diets lead to intermediate results between whole wheat in SF and usual continuous diet.
During transport, patients were monitored as usual (continuous) electrocardiogram, heart rate, and peripheral oxygen saturation).
The reparameterization was used to bypass an arbitrariness related to the impropriety of uninformative priors onto unbounded variables while the discrete component was necessary to overcome the zero probability assigned to sets of null measure by the usual continuous variable models.
Subjects using sensor-augmented pump therapy were permitted to take part in the study; however, during the study period they were advised to not use their usual continuous glucose monitor to prevent alterations in care due to real-time sensor readings.
We compare EMtree to neighbor-joining and to the usual (continuous-time) maximum likelihood approach under both global homogeneity and nonhomogeneity (note that throughout the experiments we will restrict to time-reversible models to simulate and to recover trees).
Our results show that the method proposed here outperforms neighbor-joining and the usual (time-homogeneous continuous-time) maximum likelihood methods on 4-leaved trees with among-lineage instantaneous rate heterogeneity, and perform similarly to usual continuous-time maximum-likelihood when data satisfies the assumptions of both methods.
A usual occurrence.
A usual suspect at riots".
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