7. Two-Group Comparative Experiments

  1. Dhammika Amaratunga1 and
  2. Javier Cabrera2

Published Online: 27 MAY 2008

DOI: 10.1002/9780470317129.ch7

Exploration and Analysis of DNA Microarray and Protein Array Data

Exploration and Analysis of DNA Microarray and Protein Array Data

How to Cite

Amaratunga, D. and Cabrera, J. (2003) Two-Group Comparative Experiments, in Exploration and Analysis of DNA Microarray and Protein Array Data, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470317129.ch7

Author Information

  1. 1

    Johnson & Johnson Pharmaceutical R&D, Raritan, NJ

  2. 2

    Rutgers University, Piscataway, NJ

Publication History

  1. Published Online: 27 MAY 2008
  2. Published Print: 7 OCT 2003

ISBN Information

Print ISBN: 9780471273981

Online ISBN: 9780470317129

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Keywords:

  • microarray experiments;
  • null hypothesis;
  • median absolute deviation;
  • test statistic;
  • null distribution

Summary

The prelims comprise:

  • Basics of Statistical Hypothesis Testing, 96

  • Fold Changes, 99

  • The Two-Sample t Test, 100

  • Diagnostic Checks, 103

  • Robust i Tests, 104

  • Randomization Tests, 105

  • The Mann-Whitney-Wilcoxon Rank Sum Test, 108

  • Multiplicity, 109