17. Dealing with Complexity: Data Reduction and Clustering

  1. Paolo Brandimarte

Published Online: 24 MAY 2011

DOI: 10.1002/9781118023525.ch17

Quantitative Methods: An Introduction for Business Management

Quantitative Methods: An Introduction for Business Management

How to Cite

Brandimarte, P. (2011) Dealing with Complexity: Data Reduction and Clustering, in Quantitative Methods: An Introduction for Business Management, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118023525.ch17

Publication History

  1. Published Online: 24 MAY 2011
  2. Published Print: 4 APR 2011

ISBN Information

Print ISBN: 9780470496343

Online ISBN: 9781118023525

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Keywords:

  • data reduction;
  • clustering;
  • principal component analysis;
  • factor analysis;
  • cluster analysis

Summary

This chapter contains sections titled:

  • The Need for Data Reduction

  • Principal Component Analysis (PCA)

  • Factor Analysis

  • Cluster Analysis