Navigating the Multidimensional Landscape: A Comparative Logic of PCA, PCoA, and NMDS in 2026 Omics
Meta Intent: Establish the mathematical and biological rationale for selecting ordination methods in complex microbiome, transcriptomic, and population-genetic datasets. High-dimensional omics data do not become simpler just because they are plotted in two dimensions. A PCA score plot, a PCoA map, and an NMDS ordination may all look like colored clusters on a page, but […]