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. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix CHAPTER 1. General Introduction . . . . . . . . . . . . . . . . . . . . . . . . 1 CHAPTER 2. Linear Mixed Model Selection for False Discovery Rate Control in Microarray Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . 5 2.

Classical and Bayesian mixed model analysis of microarray data for detecting gene expression and DNA differences