The phrase "analysis using the nearest" is not complete but can be correct and usable in written English depending on the context.
You can use it when discussing a method of analysis that involves proximity or similarity, often in data analysis or statistical contexts.
Example: "The analysis using the nearest neighbor method revealed significant patterns in the dataset."
Alternatives: "analysis employing the closest" or "analysis utilizing the nearest neighbor".
As a second approach, we applied a supervised analysis using the 'Nearest Shrunken Centroid classifier' and the PAM software [ 4].
Further analysis using the genome content near the S4 genes, which are usually located in a conserved gene cluster, showed not only that HGT of the C- gene had occurred at various stages of bacterial evolution, but also that both the C- and C+ genes were present before the individual phyla diverged.
Gene expression follow-up at each individual CpG site from the methylation analysis was performed using the nearest Illumina expression probe.
Fig. 11 Annual irradiance analysis of the Hague using the nearest available EPW climate file (Amsterdam).
Fig. 2 Distance measure using the nearest-neighbor distance analysis.
We computed the Euclidean distance from the EL to the nearest DOTS and TB diagnostic services using the near function of analysis tools in ArcGIS 10.2.
To describe CHIK distribution patterns, point pattern analysis using 'Average Nearest Neighbour' (ANN) tool of the software was used to determine the existence of significant clusters in the study area [ 13].
Fig. 4 Floristic relationships between 22 geographical localities of Taiwan (GLT) and 34 ecoregions in Asia were analyzed by cluster analysis, using simple nearest neighbor algorithm and Bray Curtis dissimilarity method.
Our full set of results is robust to the use of alternative matching estimators: we performed the same analysis using nearest neighbors and radius matching estimators and find no significant change in estimated effects.
In a cross validation analysis using "Nearest Shrunken Centroid classifier" and the PAM software, 77% of the samples were classified correctly according to earlier classification results.
