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Semilinear high-dimensional model for normalization of microarray data: a theoretical analysis and partial consistency; Rejoinder.

We thank the editor Francisco Samaniego and an associate editor for organizing this stimulating discussion, with a conscientious effort to invite outstanding researchers from diverse backgrounds that make the discussion more thought-provoking. We are also very grateful to all discussants for their insightful and stimulating comments, touching on practical, methodological, and theoretical aspects of microarray designs, experiments, normalization, analysis, and applications, offering some original insights and outlooks. Their contributions are very timely and helpful.

The last couple of years have brought an explosion of statistical techniques for the design and analysis of ...

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