Running Title: Model selection for eQTL mapping Corresponding Author:

Identifying the genetic basis of complex traits remains an important and challenging problem with the potential to impact a broad range of biological endeavors. A number of statistical methods are available for mapping quantitative trait loci (QTL), but their application to high throughput phenotypes has been limited as most require user input and interaction. Recently, methods have been developed…