in the discovery of genes. For example, cigarettes per day is an effective, but imprecise measurement of nicotine addiction. Though a large sample size can overcome a crude measure, there is a gain of power with more exact assessments. A balance must be reached between a smaller sample sized genetic studies with comprehensive assessments and a large samples with simpler phenotypes.