Hypothesis-free approaches to gene identification scan the entire genome for regions or variants for possible association with a trait or behavior of interest. This approach is hypothesis-free in that all regions of the genome are examined, without any a priori hypotheses about where relevant genes may reside. Systematic scans of the genome using both linkage and association-based methods have been used in attempts to identify genetic regions and variants associated with conduct disorder.