but inflate the variability of R-R intervals (in both the long- and short-term). Likewise, as long as sufficient heart beats are correctly detected, occasional failures have a relatively small effect on the calculation of the average HR and SDNN, but distort the relation between successive R-R intervals around the “gaps” or false detections.