Steps for the High-Low Method?
What are high-low method advantages?
simple to calculate and explain, only requires 2 pieces of data
What are high-low method disadvantages?
data points used by definition are extreme points, may not be representative
What is regression analysis?
Line of best fit- How to calculate:
Advantage of regression analysis?
takes all observations into account
Disadvantage of regression analysis?
uses historic data, estimates which may not be accurate, assumes output/activity solely determine costs
What is positive correlation?
x and y change together in same direction
Negative correlation?
x and y change together in opposite directions
Explain the correlation coefficient (r)?
indicates strength of relationship between variables (output and total cost)
always between -1 and +1
closer to 1, closer line of best fit it to actual variables
if 1= perfect straight line
What is the coefficient of determination?
r(2)- indicates the proportion of the change in the Y (dependent) variable as explained by change in the x (independent variable)
always between 0 and 1
ie 0.9 would mean 90% of change in total cost is explained by change in output
Advantages of regression analysis?
takes all pairs of data into consideration, statistically accurate link between output and cost
Disadvantages of regression analysis?
relies of historical data, assumes linear relationship between output and cost, may suggest cause and effect where there isnt one, dependent variable may be affected by many variables not just one