Forcasting Flashcards
Forcast
A prediction of future events used for planning purposes
Demand
A prediction of future demand by analyzing past demand patterns to make predictions
Time series
The repeated observations of demand for a service or product in their order of occurrence
What are the 5 basic time series patterns?
Horizontal, Trend, Seasonal, Cyclical, Random
Horizontal
Data cluster about a horizontal line
Trend
Data consistently increasing or decreasing
Seasonal
Data consistently shows peaks and valleys
Cyclical
Data reveals gradual increases or decreases over extended periods
Random
No pattern
Demand Management
Process of changing demand patterns using one or more demand options
Demand Options
Complementary products, promotional pricing, prescheduled appointments, reservations, revenue management, backlogs, backorders & stockouts
What are the four demand forecasting methods?
Judgement methods, causal methods, time-series analysis, trend projection using regression
Naive forecast
The forecast for the next period equals the demand for the current period (Forecast=Dt)
Horizontal patterns - Estimating the average
Simple moving average
Moving Average
sum of last n demands/n