Business & ManagementIB

Time series analysis

Time series analysis...This technique attempts to predict sales levels by identifying the underlying trend from a sequence of actual sales figures...
Time series analysis

This technique attempts to predict sales levels by identifying the underlying trend from a sequence of actual sales figures recorded at regular intervals.

Includes three variables:

  • Seasonal Variations: fluctuations throughout the year.
  • Cyclical Variations: fluctuations in economic patterns.
  • Random variations: unpredictable fluctuations.

Example: 3 Point moving average:

3 Point moving average:

Example: 4 Point moving average:

4 Point moving average:

Advantages 

  • Improved working captial and cash flow.
  • Improved stock control.
  • Improved productive efficiency.
  • Helps to secure external sources of finance.
  • Improved budgeting.

Disadvantages 

  • Limited information.
  • Inaccuracy of predictions.
  • Garbage in, garbage out.
  • External influences (unpredictability).
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