To quantify the effect of distortion on observed GWAS outcomes, we ran an extensive simulation study designed to mimic patterns of LD in European Caucasian populations. We considered recessive and dominant models, both representing natural extremes for deviation away from a multiplicative model. We were specifically interested in the power of detecting such deviations, and also ran simulations under the multiplicative model for comparison.