cmdscale

Introduction to Multidimensional Scaling (MDS) In the expansive realm of multivariate statistics, Multidimensional Scaling (MDS) serves as an essential technique for visualizing complex similarity or dissimilarity structures within a dataset. Its fundamental purpose is to take high-dimensional data—where the relationships between observations are difficult to grasp—and project them into a lower-dimensional space, typically a two-dimensional […]