10 - Exploratory Methods

March 23rd, 2010 : PCA
March 25th, 2010 : CA, MCA

Slides

Scribe Notes

Summary

  • Principal Component Analysis
  • Correspondence Analysis
  • Multiple Correspondence Analysis
  • Application example: Semiometry

Optional Readings

The publication page of Hervé Abdi contains several well written reviews with useful references.

The german marketing company TMS Emnid proposes a case study to promote its semiometrie product line.
This can be instructive to get a feeling of these marketing practices.

Books

  • B. Le Roux and H. Rouanet: Multiple Correspondence Analysis, SAGE Publications, Inc, 2010.
  • B. Le Roux and H. Rouanet: Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis. Kluwer, 2004.
  • F. Murtagh: Correspondence Analysis and Data Coding with Java and R. Chapman & Hall, 2005.
 
10pca.txt · Last modified: 2010/04/06 18:00 by lbottou
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