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We accept that the data is a plausible outcome of the model when its likelihood is within the range of likelihood values of typical model outcomes, as described below.
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Similarly, we may extend the diversity sets for communities of agents to include support functions that cover the ranges of likelihood ratio values (along with ranges of prior comparative support strengths for hypotheses) drawn from the vagueness sets of members of the scientific community.
At the same time it is possible to review the range of assignment likelihoods amongst those misclassified in cross validation for comparison with de-novo samples which may also fall within this range due to significant mixed ancestry.
We may extend the vagueness sets for individual agents to include a collection of inductive support functions that cover the range of values for likelihood ratios of evidence claims that the hypotheses apparently support (as well as covering the ranges of prior comparative support strengths for hypotheses due to plausibility arguments within b).
We note that the range of the log-likelihood can be limited, because the maximum log-likelihood is zero and the minimum log-likelihood can be given by the case of the uniform distribution for p i (x ).
One random tree was included in likelihood-based tree comparisons to ensure the range of differences between log-likelihoods was large, making assessments of significance comparable between analyses (van Rij et al., 2003).
In situations of significant between-study heterogeneity the range of positive and negative likelihood ratios are presented [ 21].
These procedures enable a significant increase in the number of collected photon that undergo multiple diffusive scattering, along with a decrease in the range of values of the likelihood ratio that accelerate the convergence of the calculation of the Class II reflectance.
Figure 3 shows the lifetime costs per co-infection case using the new treatment (across the range of drug cost, treatment seeking likelihood, and cure rate) compared with the NPV of the existing treatment, assuming MCL treatment costs are 1.5 times greater than CL costs, MCL cure rates are 70% that of CL cure rates, and side effect likelihood of 10% (for only new treatment).
Specifically, for each Arabidopsis gene product p, we assigned a score Si (p) (i = 1,..,14), as a likelihood of mitochondrial localization by comparing performance on GSPmito with performance on GSN∼mito at a range of Likelihood Ratio (LR), and gained ArathMitoP LR for each protein by summing the each log-LR of the fourteen predictors (Materials and Methods, Data S3).
More to point, the overembellishment would in all likelihood limit the range of emotions visitors would be allowed to feel.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com