Data Mining
An introduction to exploratory multivariate methods, both
numerical and
graphical. The focus is on MDS, correspondence analysis, and clustering.
Topics
Articles
- Kruskal and Wish. Multidimensional Scaling. Sage. 0-8039-0940-3
-
DeJordy, Borgatti,
Roussin and Halgin. Visualizing Proximity Data. Field Methods.
19:239-263.
[pdf]
Optional
- Weller and Romney. Metric Scaling. Sage.
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Handouts
Data
Related Modules
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Bibliography
General
- Cowgill, G. L. 1968. Archaeological applications of factor, cluster, and
proximity analysis. American Antiquity 33:367-375.
- Kruskal and Wish. Multidimensional Scaling. Sage. 0-8039-0940-3
- Weller and Romney. Metric Scaling. Sage.
- DeJordy, Borgatti,
Roussin and Halgin. Visualizing Proximity Data. Field Methods.
19:239-263.
[pdf]
Correspondence Analysis
-
Douglas
Carroll, Paul Green & Catherine Shaefer. 1987. "Comparing Interpoint
Distances in Correspondence Analysis: A Classification," with
J.Douglas Carroll and Paul E. Green, Journal
of Marketing Research,
24 (November),1987, 445-450.[skim]
- Greenacre, M.J. (1989). The
Carroll-Green-Schaffer scaling in correspondence
analysis: A theoretical and empirical appraisal. Journal
of Marketing Research, 26, 358-365.
- Greenacre, M.J. & Hastie, T. (1987). The
geometric interpretation of correspondence
analysis. Journal
of the American Statistical Association, 82, 437-447.
Send mail to
sborgatti@uky.edu with
questions or comments about this web site. Copyright © 2008
by Steve Borgatti. Last modified:
08/11/09.
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