At forecasting, should I calculate inflation rate daily, monthly or annualy?
Inflation is the percent change in a price index per unit time. You should compound at the same frequency as the units in the inflation measure. Many reported measures of inflation are year over year measures, which means that even though they may be reported monthly or quarterly they overlap substantially between observations. You want to be sure to handle this properly by choosing non-overlapping intervals.