More than any more stretch of time, There's rarely a statistically important autocorrelation in high frequency returns. If there was, then the above could well be relevant which would dampen the influence. I am particularly keen on how the "cross-effects"* involving delta and gamma are taken care of and would https://www.youtube.com/watch?v=qMmsQ4kKgY4