3. Forecasting involves the generation of a
number, set of numbers, or scenario that
corresponds to a future occurrence. It is
absolutely essential to short-range and long-
range planning. By definition, a forecast is based
on past data, as opposed to a prediction, which
is more subjective and based on instinct, gut
feel, or guess.
4.
5. The past will repeat itself
A forecast for tomorrow will be more accurate than a forecast
for next month; a forecast for next month will be more
accurate than a forecast for next year; and a forecast for next
year will be more accurate than a forecast for ten years in the
future.
Forecasts are seldom accurate and almost never totally
accurate, although some are very close. Therefore, it is wise to
offer a forecast “range.” If one were to forecast a demand of
100,000 units for the next month, it is extremely unlikely that
demand would equal exactly 100,000. However, a forecast of
90,000 to 110,000 would provide a much larger target for
planning.
8. THE DELPHIC TECHNIQUE
NOMINAL GROUP TECHNIQUE
SALES FORCE OPINION
EXECUTIVE OPENION
MARKET RESEARCH
9. Quantitative forecasting techniques are
generally more objective than qualitative
forecasting methods. Quantitative forecasts
can be time-series forecasts (i.e., a
projection of the past into the future) or
forecasts based on associative models (i.e.,
based on one or more explanatory
variables). Time-series data may have
underlying behaviors that need to be
identified by the forecaster.
10. Econometric methods, such as autoregressive
integrated moving-average model (ARIMA), use complex
mathematical equations to show past relationships
between demand and variables that influence the
demand. An equation is derived and then tested and
fine-tuned to ensure that it is as reliable a
representation of the past relationship as possible. Once
this is done, projected values of the influencing
variables (income, prices, etc.) are inserted into the
equation to make a forecast.
11. Determine the forecast's purpose
Establish a time horizon
Select a forecasting technique