smoking is that causality between e-cig use and cigarette use is ignored. One contribution of this paper is to estimate …Over the past few years, adult use of e-cigs has been increasing while adult smoking has been declining. Although there … is a negative time correlation, it is important to determine if there is a causal effect of e-cig use on smoking. This is …