Table of contents for Exploration and analysis of DNA microarray and protein array data / Dhammika Amaratunga, Javier Cabrera.


Bibliographic record and links to related information available from the Library of Congress catalog


Information from electronic data provided by the publisher. May be incomplete or contain other coding.


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Preface.   

   
A Brief Introduction.   

   
Genomics Basics.   

   
Microarrays.   

   
Processing the Scanned Image.   

   
Preprocessing Microarray Data.   

   
Summarization.   

   
Two-Group Comparative Experiments.   

   
Model-Based Inference and Experimental Design Considerations.   

   
Pattern Discovery.   

   
Class Prediction.   

   
Protein Arrays.   

   
References.
   



Library of Congress subject headings for this publication: DNA microarrays Statistical methods, Protein microarrays Statistical methods