Question: what is the key difference between an nmds and a pca plot?
Answer: There are several differences between MDS and PCA. 8,12,16 Principal compo nent analysis starts with a correlation matrix, while multidimensional scaling can start with an inter-subject distance matrix or a correlation matrix. The MDS method is based on distances among points while PCA is based on angles among vectors.