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As long as the uniform null hypothesis is tested, clusters will continue to appear and continue to alarm the communities in which they occur.
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What's most likely to happen, therefore, is that the Shoreditch cluster will continue where it is, which makes sense on the age-old principle that "if it ain't broke don't fix it".
As RFLP analysis of M. tuberculosis isolates is performed on a routine basis in large urban areas (e.g., New York City), case-clusters will continue to emerge.
The inter-agency cluster architecture will continue to be supported at two levels, the Pacific sub-region and the national, government-led clusters in affected countries, with both cyclone response and disaster-risk management measures.
The speed of clustering algorithms will continue to gain in importance.
Otherwise, the tentative cluster head node will continue waiting and overhearing.
In the routine practice arm of the cluster trial, practices will continue with their usual care and new cases of COPD will be identified according to usual practice.
In the framework of the WASH cluster transition, UNICEF will continue to build the coordination and preparedness capacities of the Directorate of Water and Sanitation.
Using the cluster approach, UNICEF will continue to work closely with line ministries to strengthen government capacity for humanitarian response: UNICEF leads the water, sanitation and hygiene (WASH), nutrition and education clusters, as well as the child protection sub-cluster.
With a further increase in the number of clusters, the mutual information will continue to grow up to the point where the number of clusters equals the number of samples.
Clustering should be generally favored over the more subjective approach, but the example of the F-1268 specimen, which mclust very obviously placed in the wrong cluster, indicates that there will continue to be a role for human inspection in the classification process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com