Initial studies of HRV used
relatively simple linear algorithms to quantify variability and autonomic function, either in the time domain or the frequency domain.7 Later studies suggested that interactions between the autonomic nervous system and the regulation of the cardiovascular system may be non-linear, with more complex non-linear algorithms potentially providing better
metrics to quantify these interactions.