Residual fees
derived from a two-stage regression model that prices audit and nonaudit services
simultaneously are used to proxy for engagement profitability. If the market perceives
abnormally profitable engagements as a threat to auditor independence, then we would
expect the ERC to be lower for firms with positive fee residuals.