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This book was written for the practicing biologist wishing to learn how to use R to analyze biological data. A basic working knowledge of genetics, genomics, molecular biology, and biochemistry is assumed, but we endeavored to include enough pertinent background to understand the analysis concepts presented in the text. Basic knowledge of statistics is assumed, but again some background is provided as necessary to understand the analyses and concepts in the text. No further knowledge is assumed.