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In order to estimate how sensitive the performance of the proposed classification system may be to nonuniformity of the initial distribution of parameters, we have calculated the performance of our distributed classifier starting with model distributions of varying degrees of nonuniformity (Supporting Information Section 4).
Furthermore, a simplified Gaussian mixture model (GMM) is presented to model distributions of P-OPF solutions.
In the present study, we used land-based temperature and precipitation variables to model distributions of a freshwater invader on a global scale without using more complex water variables, such as the water chemistry data.
This again highlights the importance of seed projects defining cell types in terms of model distributions of transcript counts.
Unfortunately, the marginals of these distributions are symmetric and unimodal, hence they cannot be employed to model distributions of shared orthologs in paired circular genomes.
Although structural equation models have been used widely in ecology (Malaeb, Summers & Pugesek, 2000; e.g. Shipley, 2011), we are aware of no examples where simultaneous equation models have been used to model distributions of individual interacting species together.
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Generating 1000 random networks gave a model distribution of the mean P HK.
Repeating this sampling process 1000 times generated a model distribution of means against which the significance of our observed means could be tested.
Figure 4 Frequency distribution of model distribution ratios (MDR) for fungicidal combination products.
Sample sizes of unique localities for modelling distributions of individual species were highest for birds, followed by mammals, plants, and amphibians.
Multi-model distribution of cyclical EFM lengths was also reported previously [ 8].
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