In general, which forecasting time frame compensates most effectively for random variation and short term changes?

a$)$ Short$-$term forecasts

b$)$ Quick$-$time forecasts

c$)$ Long range forecasts

d$)$ Medium term forecasts

e$)$ Rapid change forecasts