Introduction
CMS program-integrity contractors increasingly rely on data analytics and statistical sampling to identify suspected improper payments. When an audit uses extrapolation, a small set of claim denials can be projected to a much larger ‘universe’ of claims, producing a repayment demand that is disproportionate to the sampled dollars. Effective audit defense therefore depends on (1) operational readiness to respond


