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Using three mid-sized streams from the Mid-Atlantic region of the U.S., we show the model parameter set for each event can be predicted based on the event characteristics (e.g., hydrologic, meteorologic and antecedent moisture conditions) using a combined cluster analysis and classification tree approach.
The combined cluster of Indian and Bangladesh isolates were closely related to the 2007 isolates from Kuwait, Saudi Arabia, Germany, Krasnodar and the whole group was further close to isolates from Mongolia, Afghanistan, Pakistan and India 2006 (Figure 2A).
This script takes as its input two cluster vectors Clust1 and Clust2 and outputs a combined cluster vector Clust3 (e.g., if Clust1 = ClustSpo_short; and Clust2 = ClustAprE_short; then the output Clust3 is a vector capturing all combined short-term behaviors of Spo and AprE, for example (Spo,AprE) = (increasing, decreasing), (increasing, increasing) or (decreasing, decreasing)).
Next, by calling Entropy_MutualInfo.m with inputs A = (the cell history vector M), and B = (the combined cluster vector Clust3), we calculate the mutual information between cell history and cell behavior, and thus the memory exhibited by the combined activity of the vector of observables contributing to Clust3.
We assigned seroconverters with genetically-related HIV strains to clusters and analyzed the combined cluster, inter-facility movement, and risk data of seroconverters and their named contacts to describe HIV transmission networks by the facility where transmission occurred and the possible mode of transmission.
About a quarter (25.5%) of the women were assigned to the combined cluster KRST-pIII-V.
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Combined clustering: hierarchical, agglomerative clustering methods are calculated using each combined distance matrix to arrive at any number of multi-feature clusterings.
In this paper, we present a novel optimized combined clustering method that links together replicated scam websites, even when the criminal has taken steps to hide connections.
In the combined clusters A and B, only 1/9 tumors of female origin had lost the expression of XIST due to the loss of a copy of the X chromosome.
In all analyses below we have combined cluster-randomised with individually-randomised trials.
We combined cluster-RCTs that adjusted for clustering and RCTs that randomized individuals using meta-analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com