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Statistics for Microarrays: Design, Analysis and Inference.

Research output: Book/Report/ProceedingsBook

  • Ernst Wit
  • J. D. McClure
Publication date2004
PublisherJohn Wiley & Sons
Number of pages265
ISBN (print)0-470-84993-2
<mark>Original language</mark>English

Bibliographic note

The book is supported by an original R library (smida), which contains novel computational implementations of the methods described in the book. Original statistical methodology can be found in Chapter 3, particularly regarding the optimal design for dual-channel microarrays, in Chapter 6 regarding several extensions of partitioning around medoids methods, in Chapter 8 regarding a proof on Bayesian FDR control and subsequent implementations. Furthermore, novel applications of existing statistical methodology as described in the book has had a substantial impact within the field through raising awareness of the importance of statistics within high-dimensional gene transcription studies. RAE_import_type : Authored book RAE_uoa_type : Statistics and Operational Research