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This document summarizes statistical methods for analyzing single nucleotide polymorphisms (SNPs). It discusses Hardy-Weinberg equilibrium, case-control association studies, and haplotype estimation and association. It also reviews sequential analysis for determining required sample size. Statistical tools covered include tests for Hardy-Weinberg equilibrium, chi-square tests, odds ratios, and methods for accounting for errors in genotype and phenotype classification.