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In particular, they define a procedure to group similar baskets by exploiting a frequent pattern mining approach and creating in this way classes of probability for certain sets of items frequently purchased together.
The program uses a Bayesian models based clustering procedure to group genes into clusters, where genes assigned to the same cluster have the same temporal expression profile and therefore are likely to have similar functions, or common regulation.
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A critical issue that arises when applying this procedure to groups of isotopologues stems from the requirement that the centroiding of the mass peaks must in principle be carried out over wide enough mass intervals that essentially all ions of each species are included.
Here, as we have done elsewhere with respect to the frailty index,[26] [28] we have employed these techniques by applying the re-sampling procedure to a group of variables rather than to a group of observations.
This paper uses a DEA-based procedure to calculate group marginal rates of substitution.
Use of a rank-based procedure to generate groups of coexpressed genes (Ranked Coexpression Groups - RCG), without clustering algorithms.
A third person (YDW) performed the decontamination procedure according to group allocation.
Women will receive instructions of the follow-up procedure, according to group allocation, on day one.
Moreover, we observe that the distinct clusters identified by our procedure tend to group in distinct regions of the PCA plot.
They were then randomized to either intervention or usual care groups using a blocked, stratified procedure to ensure that group assignments remained balanced across gender and baseline BMI (27 34.9 and ≥ 35) within each site.
The described approach includes an exhaustive search procedure to find the group cluster parameters that resulted in an optimal clustering of the group data, by finding a clustering solution with a minimal normalized cut cost [20].
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