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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.