Cohen et al. (2007) introduced the concept of a smooth multiple testing procedure and suggested a method for smoothing traditional stepwise procedures. We propose an alternative way of smoothing, which has some advantages over the CKS method. (C) 2014 Elsevier B.V. All rights reserved.