smacof: SMACOF for Multidimensional Scaling
This package provides the following approaches of
multidimensional scaling (MDS) based on stress minimization by
means of majorization (smacof): Simple smacof on symmetric
dissimilarity matrices, smacof for rectangular matrices
(unfolding models), smacof with constraints on the
configuration, three-way smacof for individual differences
(including constraints for idioscal, indscal, and identity),
and spherical smacof (primal and dual algorithm). Each of these
approaches is implemented in a metric and nonmetric manner
including primary, secondary, and tertiary approaches for tie
handling. Jackknife and permutation tests are included as well.
Downloads: