Many phenotypes without many false discoveries
Reference
Peterson CB, Bogomolov M, Benjamini Y, and Sabatti C. (2016) Many phenotypes without many false discoveries: Error controlling strategies for multi-trait association \ studies. Genetic Epidemiology. 40(1): 45—56. DOI: 10.1002/gepi.21942.
Online supplement
Supplementary pdf, including additional simulation results
Software
The error control strategies described in this paper are implemented in the TreeQTL R package. For details on how to apply TreeQTL in the context of multi-trait association studies, please see the package documentation.