10.1002/9783527619368.ch38.abs This chapter contains sections titled: Introduction Linkage Disequilibrium (LD), Haplotype and Association Studies A General Framework for Population-based Association Studies Similarity-based Statistics for Association Studies Generalized T2 Test Statistic Family-based Association Studies Nonlinear Transmission/Disequilibrium Test Perspective of Genome-wide Association Studies References