DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling

ISBN: 0521800226

Author(s): Pierre Baldi, G. Wesley Hatfield


  1. A brief history of genomics
  2. DNA array formats
  3. DNA array readout methods
  4. Gene expression profiling experimentsproblems, pitfalls and solutions
  5. Statistical analysis of array data: inferring changes
  6. Statistical analysis of array data: dimensionality reduction, clustering, and regulatory regions
  7. Survey of current DNA array applications
  8. Systems biology: overview of regulatory, metabolic and signaling networks

Hardback, 230 pages, 16 line diagrams, 1 half-tone, 16 figures; September 2002; Cambridge University Press

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