Multidimensional Scaling and Distance Geometry

Michael W. Trosset

The following papers concern the raw stress/sstress criteria:

The following papers concern extensions of classical MDS:

Some miscellaneous topics:

Formulations of Multidimensional Scaling for Cluster Analysis and Classification
(Proceedings of the Statistical Computing Section, American Statistical Association, 1999.)

Visualizing Correlation
Here are some S-Plus functions that create correlation diagrams.

Multidimensional Scaling Algorithms for Large Data Sets
(M.W. Trosset & P.J.F. Groenen, Computing Science and Statistics, 2005.)

Multidimensional Scaling for LDDMM Dissimilarity Matrices
(Presentation at the Center for Imaging Science, Johns Hopkins University, August 16, 2005.)