1. Isn't that what we are trying to do? No forecast can be certain, but with a degree of confidence we can assume continuation of some pattern. e.g I expect to eat dinner tonight, but I could drop dead before the food has arrived.
2. No and no time in the past ( sections of 1 yr, 10 or...