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The non-phylogenetic mixture model gives trees without a parasites clan.
The 1-d grid cell firing rate is modeled as a periodic sum of truncated Gaussians (a full Gaussian mixture model gives similar results but the truncated model is easier to handle numerically).
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The model with the underlying variable responsible for ranks gave a superposition of values in each group of horses whereas the mixture model gave a hierarchy between groups.
VEGFR1 and VEGFR2 are assumed to follow a multiple component mixture model, given the multiple-cell subpopulations observed by the data, while only one population is observed in the nonlabeled cell populations, or autofluorescence datasets.
Using the phylogenetic mixture model gave a conditioned logdet tree that was more different from the 16S rRNA tree and the SHOT tree than when the data were not partitioned.
This is illustrated here for the oldest age group where the Weibull non-mixture model gives biased estimates, but the flexible parametric survival model fits the data well.
Multivariate mixture models give the possibility to classify mastitis on the basis of more than one variable and to model overlapping groups, which may improve classification even further.
This new method gives similar results to the Weibull non-mixture cure model, when it is reliable, and better fit when the Weibull non-mixture cure model gives biased estimates.
Overlaying the mixture model with the autoregressive model gives a spatially and temporally variant forecast of seismicity.
A mixture pair is declared discriminable if the model gives the correct response on >50% (14 or more) of those trials (note chance performance is 1/3).
The interface is allowed to diffuse on a small number of computational cells and a mixture model is given for this transition region.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com