G. Sawitzki StatLab Heidelberg Data analysis and visualisation for small dimensions
Last revision: 27. March 2007 by gs

Data analysis and visualisation for small dimensions

G. Sawitzki
StatLab Heidelberg

Methods/Actions

PRIM - picturing, rotation, isolation, masking
Fisherkeller, M. A., Friedman, J. H. and Tukey, J. W.: PRIM-9, an interactive multidimensional data display and analysis system. In Proceedings of the Pacific ACM Regional Conference 1974.
[Also in The Collected Works of John W. Tukey V (1988) 307-327.]

projection pursuit
Huber, P.J.: Projection Pursuit. The Annals of Statistics, Vol. 13, No. 2. (Jun., 1985), pp. 435-475

brushing & linking
John Alan McDonald, Jerome H. Friedman, and Werner Stuetzle: An Introduction to Real Time Graphical Techniques for Analyzing Multivariate Data, Proceedings of the Third Annual Conference and Exposition of the National Computer Graphics Association, Inc., Volume I. (also in Dynamic Graphics for Statistics, Cleveland, W.S., and McGill, M.E., eds. (1988) Wadsworth, Pacific Grove, Ca.)

John Alan McDonald: , Interactive Graphics for Data Analysis, (Ph.D. Thesis), pdf. Also in Dynamic Graphics for Statistics, Cleveland, W.S., and McGill, M.E., eds. (1988) Wadsworth, Pacific Grove, Ca.

prosections
Furnas, G. W., and Buja, A.x: Prosection views: dimensional inference through sections and projections Journal of Computational and Graphical Statistics, 3.4 (1994), 323-385 (with discussion).

selection sequences
Theus, M., Hofmann, H. and Wilhelm A. F.X.: Selection Sequences -- Interactive analysis of massive date sets. In Computing Science and Statistics: Proceedings of the 29th Symposium on the Interface, 1998, pp 439-444

multidimensional scaling

Bertin arrangements
de Falguerolles, A., Friedrich, F. and Sawitzki, G.: A Tribute to J. Bertin's Graphical Data Analysis.
In: W. Bandilla, F. Faulbaum (eds.) Advances in Statistical Software 6. Lucius&Lucius Stuttgart 1997 ISBN 3-8282-0032-X pp. 11 - 20.

Bertin, J.: Sémiologie graphique: Les diagrammes - Les réseaux - Les cartes.
Editions de l'École des Hautes Études en Sciences 1999.

See also:
Project VIE: Visualisation, Interaction, Expérimentation

Brève présentation de le graphique (html/flash)

Matheron-Serra algebra
Serra, J.: Image Analysis and Mathematical Morphology Vol I. Academic Press; Reprint edition (March 1984).
Serra J.(ed.) Image Analysis and Mathematical Morphology Vol.2: Theoretical Advances. Academic Press, London, 1988.