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The simultaneous fit of the additivity model and the mixture model accommodates a common maximum effect parameter, which was estimated to be 26.5 (i.e., 26.5% of control; Table 1).
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This mixture model is designed to accommodate the correlation among the angular variables.
Second, conventional Gaussian mixture model learning steps are accommodated in the parallel paradigm of the MapReduce platform.
We begin by generalizing Gage's parametric mixtures of logistic regressions (PMLR) technique [ 7] to accommodate a normal mixture model with more than two components.
One should acknowledge that the unpooled substitution process abuses the generous hospitality of the mixture model and demands too much from the accommodating general pooling process.
The higher number of relationships predicted by the mixture Bayesian network approach relative to the Bayesian network implementations of Friedman et al. may be due to the flexibility of the mixture model in the mixture Bayesian network approach to accommodate fluctuations on the gene patterns and relationships across the multiple conditions evaluated [ 2].
The mixture model manages to attribute about half the trials to substitution only because pooling graciously accommodates substitution's blindness to similarity by using its many degrees of freedom to never report a target among similar flankers and never report a dissimilar flanker.
Detailed Bayesian analyses were conducted under the non-parametric CAT mixture model accounting for site-specific heterogeneity of the evolutionary process, and under RNA-specific doublet models accommodating the occurrence of compensatory substitutions in stem regions.
The mixture model fits well only because the general pooling process, with its many degrees of freedom, is very accommodating.
The model accommodates different cumulus parameterization schemes.
subspace Gaussian mixture model.
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