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The mass spectra achieved show sequences of broad peaks which are attributed to cluster ions of hydrocarbons.
This again indicated that 15.7%% of the variation was attributed to cluster level variables suggesting the preference of multilevel analysis.
The amount of variation in our outcome measures that could maximally be attributed to cluster level factors – as measured by the intra-cluster correlation (ICC) – was for all three study outcomes smaller than 10% (ranging from 1.5 to 8.2%).
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In addition, for cluster randomized trials, we examined whether the intra-cluster correlation coefficient (or variance inflation factor attributed to clustering) was reported and if the analysis was adjusted for cluster randomization.
Genes involving in meristem determinacy attribute to Cluster I, III and VI and genes involving in sexual reproduction attribute dispersedly to Cluster II, III, VI and IX.
First, probe sets in cellular component category mostly attribute to Cluster VII, and a little to Cluster IV.
Moreover, negative regulation of cellular process, negative regulation of biological process, cellular response to stimulus, regulation of response to stimulus, negative regulation of response to stimulus, gamete generation, attribute to Cluster II.
In the biological process category, vegetative to reproductive phase transition, positive regulation of biological process, regulation of developmental process, regulation of multicellular organismal process, reproductive developmental process, reproductive process attribute to Cluster VI.
The proposed attribute clustering approach consists of two major phases: reassigning attributes to clusters and updating centers of clusters.
For the cluster name, the first number corresponds to the chromosome number on which the cluster is found and the second to the number attributed to the cluster.
Using the statistical syndrome definition, each new condemned animal will be attributed to a cluster already defined by determining its MFA-derived representation and the cluster it belongs to.
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