Why do cost estimation?
Cost patterns
Step costs
Increases as the cost-driver volume increases
Mixed costs
A fixed and variable component
Non-linear cost behavior
Costs can also be curved
Cost estimation methods
Account analysis method
Cost estimates are based on a review of each activity account making up the total cost being analyzed.
Objective: Relate costs and activity in the form of the general cost equation:
TC= F + VX
Linear regression analysis
A statistical method used to create an equation relating dependent (or Y) variables to independent (or X) variables.Data from the past are used to estimate relationships between costs and activities.
High-low method
The high-low method uses two data points to estimate the general cost equation
TC = F + VX
Multiple regression analysis
A regression that has more than one independent (X) variable,
Can be very useful insinuations where the dependent variable is impacted by several different independent variables.
–> for example, demand for a product may be affected by factors such as inflation, interest rates and competitors´prices
Multiple regression analysis- caution
Often encountered problems when collecting data:
Engineering estimates
Engineering estimates of cost are made, based on:
* Measurement of work involved in the activities that go into a product.
* Assigning a cost to each of the activities- past costs are not taken into account
Engineering method- advantages
Engineering method- disadvantages
The high cost of detailed analysis
Choice of estimation method
No single method is best for all situations: