3.3.1 quantitative sales forecasting Flashcards
define quantitative sales forecasting
estimating possible future sales figures on the basis of primary or secondary quantitative data
three main methods of providing quantitative sales forecast
moving averages
extrapolation
correlation
define moving averages
takes a data series and smoothes the fluctuations in data to show an average.
aim is to take out the extremes of data from period to period
define extrapolation
uses trends established from historical data to forecast the future
calculating moving averages
add the selection of three figures together
divide the moving total by 3
line of best fit
extrapolate to forecast sales
calculate cyclical variation = actual sales - moving average sales
define correlation
looks at the strength of a relationship between two variables
independent variable
factor that causes the dependent variable to change
dependent variable
variable that is influenced by the independent variable
positive correlation
exists where as the independent variable increases in value, so does the dependent variable
negative correlation
exists where as the independent variable increases in value, the dependent variable falls in value
no correlation
no discernible relationship between the independent and dependent variable
limitations of quantitative sales forecasting techniques
past performance is no guarantee of the future.
businesses need to appreciate the swot and nestle factors that may affect future predictions