Statistics for Microarrays: Design, Analysis and Inference.

Wit, Ernst and McClure, J. D. (2004) Statistics for Microarrays: Design, Analysis and Inference. John Wiley & Sons. ISBN 0-470-84993-2

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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
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29 Mar 2008 12:04
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22 Nov 2022 12:11