M7 · Predicting Tomorrow
Let Old Days Fade
Forecast with exponential smoothing, read its weight as how fast old days fade, and pick that weight from the errors.
A five-day window weighs each of its days equally, then drops day six to zero. Memory does not work like that. Yesterday matters most, last week a little, last month hardly at all.