with known structure. In this way the OB-HMM framework allows for a formal power analysis to be undertaken. Characterization of the power of the method is vitally important in experimental design when sample sizes and end costs are being evaluated. It is also important a posteriori in qualifying the risks and costs associated with subsequent validation studies for CNVs detected by the model.