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We then performed a second model comparison, using nonlinear models, to identify the brain areas whose activity could optimally account for the motion and facial form modulation we observed in the optimal bilinear model (see below).
The method connects traditional and modern taxonomic disciplines by specifically addressing the issue of how to optimally account for both traditional species concepts and genetic divergence.
Clustering optimization is a valuable method for classification as it bridges the gap between traditional and modern taxonomic disciplines by directly addressing the question of how to optimally account for both genetic divergence and given taxonomic concepts [54].
One challenge we will tackle here is how to optimally account for several confounding factors, that is learning their weights relative to each other to further improve phenotype prediction.
The customary statistical approach of applying a log transformation in setting of right skewness is ad hoc, and may or may not optimally account for distributional characteristics of the data under study.
It has been argued previously that multiple linear regression designs in combination with random effects group statistics optimally account for appropriate sources of between-subject variance (Lorch & Myers, 1990).
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Besides reusing methods proposed by other researchers in the field, we introduce original ones: improved stimuli for the mapping of polar angle retinotopy, a method of assigning volume-based functional data to the surface, and a way of weighting phase information optimally to account for the SNR obtained locally.
The components are linear combinations of food groups that are optimally weighted to successively account for decreasing proportions of the total variation in the intake of the food groups.
Forward and reverse primers were optimally designed to cover exon exon junctions to account for alternative splicing when possible (Table 5).
P.gingivalis readily invades DCs via its glycoprotein mfa134 by targeting the C-type lectin DC-SIGN.56 Since we show that DC-SIGN expression is upregulated optimally by the three-species consortium, this could further account for increased uptake, although this will have to be tested experimentally.
This model allows researchers to decompose performance into meaningful psychological processes and to account optimally for individual differences and commonalities, even with relatively sparse data.
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