We (Hubbard and van der Laan, 2009) proposed an estimate of a parameter akin to the attributable risk, a quantity commonly reported in risk factor epidemiology (Jewell, 2004). Our original estimator was based on an estimating function methodology (van der Laan and Robins, 2003) and we proposed estimates for models of several parameters: risk differences, risk ratios, and the...