Presented by
   Nazrin Jamal
3rd Sem IF CUSAT
 Method or technique for estimating many future
      aspects of a business or other operation.
  It is used in the practice of customer demand
  planning in every day business forecasting for
             manufacturing companies.
There are three types of forecasting
 1.Qualitative or Judgmental methods
 2.Extrapolative or Time series methods
 3.Causal or Explanatory methods
Rely on experts or managers opinion in making
 prediction for the future.
Useful for medium to long range forecasting tasks.
Provide a basis for some important decisions.
Three important Qualitative methods are :-
Delphi Technique - Develop forecast through group
 consensus.
Market Surveys – Involves the use of questionnaires,
 consumer panels & tests of new products & services.
Scenario Writing - process of analyzing possible
 future events by considering alternative possible
 outcomes.
Use past history of demand.
Comprised of four separate components: trend
 component, cyclical component, seasonal component,
 and irregular component.
The objective of this method is to identify the pattern
 in historic data & extrapolate this for future.
TYPES OF EXTRAPOLATIVE METHODS
Moving Average Method - average of demands
 occurring in several of the most recent periods.
Weighted Moving Average - allows for varying
 weighting of old demands.
Exponential Smoothing – exponentially decreases the
 weighting of old demands.
A statistical forecasting model based on historical
demand data as well as on variables believed to
influence demand.
There are two types of Causal forecasting methods
Regression analysis - a functional relationship is
 established between variables from the historical data
 and then used to forecast dependent variable values.
Econometric method – an extension of regression
 analysis and include a system of simultaneous
 regression equations.
THANK YOU

3...forecasting methods

  • 1.
    Presented by Nazrin Jamal 3rd Sem IF CUSAT
  • 2.
     Method ortechnique for estimating many future aspects of a business or other operation.  It is used in the practice of customer demand planning in every day business forecasting for manufacturing companies.
  • 3.
    There are threetypes of forecasting 1.Qualitative or Judgmental methods 2.Extrapolative or Time series methods 3.Causal or Explanatory methods
  • 4.
    Rely on expertsor managers opinion in making prediction for the future. Useful for medium to long range forecasting tasks. Provide a basis for some important decisions.
  • 5.
    Three important Qualitativemethods are :- Delphi Technique - Develop forecast through group consensus. Market Surveys – Involves the use of questionnaires, consumer panels & tests of new products & services. Scenario Writing - process of analyzing possible future events by considering alternative possible outcomes.
  • 6.
    Use past historyof demand. Comprised of four separate components: trend component, cyclical component, seasonal component, and irregular component. The objective of this method is to identify the pattern in historic data & extrapolate this for future.
  • 7.
    TYPES OF EXTRAPOLATIVEMETHODS Moving Average Method - average of demands occurring in several of the most recent periods. Weighted Moving Average - allows for varying weighting of old demands. Exponential Smoothing – exponentially decreases the weighting of old demands.
  • 8.
    A statistical forecastingmodel based on historical demand data as well as on variables believed to influence demand.
  • 9.
    There are twotypes of Causal forecasting methods Regression analysis - a functional relationship is established between variables from the historical data and then used to forecast dependent variable values. Econometric method – an extension of regression analysis and include a system of simultaneous regression equations.
  • 10.