The Fundamentals of Modern Statistical Genetics by Christoph Lange, Nan M. Laird (Hardcover, 2010)

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All commonly used approaches in statistical genetics (e.g. aggregation analysis, segregation, linkage analysis, etc), are used, but the focus of the book is modern approaches to association analysis.