Sentence examples for data may be clustered from inspiring English sources
Adding to this complexity, the data may be clustered such that observations within the same cluster are not independent, such as time to recovery of an infectious disease of family or community members.
The data may be composed of nested clusters and the gap statistic will be capturing only the minimum of these candidate numbers of clusters.
In this study, we addressed only mRNA level changes and it will be interesting to see if parallel measurements of "omic" data at other levels such as chromatin immunoprecipitation-array (ChIP-chip) information, proteomic and metabolomic data may be analyzed simultaneously using feature based clustering methods.
These data may be critical in interpreting random clusters of potentially significant findings or discounting random variation in endpoints with a high background rate and variability (Keenan et al., 2009).
Accurate predictions are not necessarily achieved with a random effects model (having different regression parameters compared to a standard model), because the random effects are not readily applicable in new data with new clusters and the clustering in the data may be weak resulting in minor differences between the models.
Research into faster ways for computers to crunch data may be carried out within a small cluster of high-tech manufacturers, but the users of that equipment may well be bond traders with large data-processing requirements.
The low percentage of clustering seen in our data may be due to the currently incompletely characterized bovine genome.
The data may be distributed at different sites for which a distributed clustering solution with a final merging of partitions is a natural fit.
Essentially, I-SDS allows big data streams to be clustered.
