Sensitivity analysis for assessing the impact of deviating from the exclusion restriction on an estimate of efficacy among drug compliers, exp(β2). Delta (δ) is the sensitivity parameter that indexes the degree of the deviation, with δ = 0 indicating the exclusion restriction. The upper panel shows the estimated treatment odds ratio among participants who have a detectable level of drug concentration in the Preexposure Prophylaxis Initiative (iPrEx) trial (1), and the lower panel shows the estimated treatment odds ratio among women who have a high drug concentration in the Centre for the AIDS Programme of Research in South Africa (CAPRISA) 004 trial (2, 5). Bars, 95% confidence interval. AIDS, acquired immunodeficiency syndrome.