Type I error for testing the null effect of a typed SNP on a quantitative trait at the 1% nominal significance level in the joint analysis involving a causal, untyped SNP under the cross-sectional design. The solid, dashed, and dotted curves pertain to MLE, IMP-DOS and IMP-MLG, respectively. SNP, single nucleotide polymorphism; MLE, maximum-likelihood estimator.