About any longer timeframe, There is certainly hardly a statistically important autocorrelation in high frequency returns. If there was, then the above mentioned could be relevant which would dampen the influence. However, the existence of significant autocorrelation during the return system would trace that we can trade making use of https://www.youtube.com/watch?v=qMmsQ4kKgY4